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		<title>Representations and Categories &#8211; Part II (Erlangen)</title>
		<link>http://theoreticalatlas.wordpress.com/2012/01/20/representations-and-categories-part-ii-erlangen/</link>
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		<pubDate>Fri, 20 Jan 2012 16:38:31 +0000</pubDate>
		<dc:creator>Jeffrey Morton</dc:creator>
				<category><![CDATA[2-groups]]></category>
		<category><![CDATA[category theory]]></category>
		<category><![CDATA[conferences]]></category>
		<category><![CDATA[conformal field theory]]></category>
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		<guid isPermaLink="false">http://theoreticalatlas.wordpress.com/?p=1070</guid>
		<description><![CDATA[Well, as promised in the previous post, I&#8217;d like to give a summary of some of what was discussed at the conference I attended (quite a while ago now, late last year) in Erlangen, Germany.  I was there also to visit Derek Wise, talking about a project we&#8217;ve been working on for some time. (I&#8217;ve [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theoreticalatlas.wordpress.com&amp;blog=1777002&amp;post=1070&amp;subd=theoreticalatlas&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Well, as promised in the previous post, I&#8217;d like to give a summary of some of what was discussed at the conference I attended (quite a while ago now, late last year) in Erlangen, Germany.  I was there also to visit Derek Wise, talking about a project we&#8217;ve been working on for some time.</p>
<p>(I&#8217;ve also significantly revised <a href="http://arxiv.org/abs/1003.5603">this paper</a> about Extended TQFT since then, and it now includes some stuff which was the basis of my talk at Erlangen on cohomological twisting of the category <img src='http://s0.wp.com/latex.php?latex=Span%28Gpd%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Span(Gpd)' title='Span(Gpd)' class='latex' />.  I&#8217;ll get to that in the next post.  Also coming up, I&#8217;ll be describing some new things I&#8217;ve given <a href="http://www.theoreticalatlas.net/talks/gpd-khovanov.pdf">some talks</a> about recently which relate the Baez-Dolan groupoidification program to Khovanov-Lauda categorification of algebras &#8211; at least in one example, hopefully in a way which will generalize nicely.  There&#8217;s a draft of a paper which summarizes the basics <a href="http://www.theoreticalatlas.net/papers/gpd-khovanov-DRAFT.pdf">here</a> which Jamie Vicary and I are still polishing up &#8211; but more on that later.)</p>
<p>In the meantime, there were a few themes at the conference which bear on the Extended TQFT project in various ways, so in this post I&#8217;ll describe some of them.  (This isn&#8217;t an exhaustive description of all the talks: just of a selection of illustrative ones.)</p>
<hr />
<p><strong>Categories with Structures</strong></p>
<p>A few talks were mainly about facts regarding the sorts of categories which get used in field theory contexts.  One important type, for instance, are <a href="http://ncatlab.org/nlab/show/fusion+category">fusion categories</a> is a monoidal category which is enriched in vector spaces, generated by simple objects, and some other properties: essentially, monoidal 2-vector spaces.  The basic example would be categories of representations (of groups, quantum groups, algebras, etc.), but fusion categories are an abstraction of (some of) their properties.  Many of the standard properties are described and proved in <a href="http://arxiv.org/pdf/math/0203060v10">this paper</a> by Etingof, Nikshych, and Ostrik, which also poses one of the basic conjectures, the &#8220;ENO Conjecture&#8221;, which was referred to repeatedly in various talks.  This is the guess that every fusion category can be given a &#8220;pivotal&#8221; structure: an isomorphism from <img src='http://s0.wp.com/latex.php?latex=Id&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Id' title='Id' class='latex' /> to <img src='http://s0.wp.com/latex.php?latex=%2A%2A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='**' title='**' class='latex' />.  It generalizes the theorem that there&#8217;s always such an isomorphism into <img src='http://s0.wp.com/latex.php?latex=%2A%2A%2A%2A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='****' title='****' class='latex' />.  More on this below.</p>
<p><strong>Hendryk Pfeiffer</strong> talked about a combinatorial way to classify fusion categories in terms of certain graphs (see <a href="http://arxiv.org/abs/0912.0342">this paper here</a>).  One way I understand this idea is to ask how much this sort of category really does generalize categories of representations, or actually comodules.  One starting point for this is the theorem that there&#8217;s a pair of functors between certain monoidal categories and weak Hopf algebras.  Specifically, the monoidal categories are <img src='http://s0.wp.com/latex.php?latex=%28Cat+%5Cdownarrow+Vect%29%5E%7B%5Cotimes%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(Cat &#92;downarrow Vect)^{&#92;otimes}' title='(Cat &#92;downarrow Vect)^{&#92;otimes}' class='latex' />, which consists of monoidal categories equipped with a forgetful functor into <img src='http://s0.wp.com/latex.php?latex=Vect&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Vect' title='Vect' class='latex' />.  Then from this one can get (via a coend), a weak Hopf algebra over the base field <img src='http://s0.wp.com/latex.php?latex=k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='k' title='k' class='latex' />(in the category <img src='http://s0.wp.com/latex.php?latex=WHA_k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='WHA_k' title='WHA_k' class='latex' />).  From a weak Hopf algebra <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' />, one can get back such a category by taking all the modules of <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' />.  These two processes form an adjunction: they&#8217;re not inverses, but we have maps between the two composites and the identity functors.</p>
<p>The new result Hendryk gave is that if we restrict our categories over <img src='http://s0.wp.com/latex.php?latex=Vect&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Vect' title='Vect' class='latex' /> to be abelian, and the functors between them to be linear, faithful, and exact (that is, roughly, that we&#8217;re talking about concrete monoidal 2-vector spaces), then this adjunction is actually an equivalence: so essentially, all such categories <img src='http://s0.wp.com/latex.php?latex=C&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='C' title='C' class='latex' /> may as well be module categories for weak Hopf algebras.  Then he gave a characterization of these in terms of the &#8220;dimension graph&#8221; (in fact a <a href="http://en.wikipedia.org/wiki/Quiver_%28mathematics%29">quiver</a>) for <img src='http://s0.wp.com/latex.php?latex=%28C%2CM%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(C,M)' title='(C,M)' class='latex' />, where <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> is one of the monoidal generators of <img src='http://s0.wp.com/latex.php?latex=C&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='C' title='C' class='latex' />.  The vertices of <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BG%7D+%3D+%5Cmathcal%7BG%7D_%7B%28C%2CM%29%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{G} = &#92;mathcal{G}_{(C,M)}' title='&#92;mathcal{G} = &#92;mathcal{G}_{(C,M)}' class='latex' /> are labelled by the irreducible representations <img src='http://s0.wp.com/latex.php?latex=v_i&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='v_i' title='v_i' class='latex' /> (i.e. set of generators of the category), and there&#8217;s a set of edges <img src='http://s0.wp.com/latex.php?latex=j+%5Crightarrow+l&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='j &#92;rightarrow l' title='j &#92;rightarrow l' class='latex' /> labelled by a basis of <img src='http://s0.wp.com/latex.php?latex=Hom%28v_j%2C+v_l+%5Cotimes+M%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Hom(v_j, v_l &#92;otimes M)' title='Hom(v_j, v_l &#92;otimes M)' class='latex' />.  Then one can carry on and build a big graded algebra <img src='http://s0.wp.com/latex.php?latex=H%5B%5Cmathcal%7BG%7D%5D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H[&#92;mathcal{G}]' title='H[&#92;mathcal{G}]' class='latex' /> whose <img src='http://s0.wp.com/latex.php?latex=m&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='m' title='m' class='latex' />-graded part consists of length-<img src='http://s0.wp.com/latex.php?latex=m&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='m' title='m' class='latex' /> paths in <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BG%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{G}' title='&#92;mathcal{G}' class='latex' />.  Then the point is that the weak Hopf algebra of which <img src='http://s0.wp.com/latex.php?latex=C&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='C' title='C' class='latex' /> is (up to isomorphism) the module category will be a certain quotient of <img src='http://s0.wp.com/latex.php?latex=H%5B%5Cmathcal%7BG%7D%5D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H[&#92;mathcal{G}]' title='H[&#92;mathcal{G}]' class='latex' /> (after imposing some natural relations in a systematic way).</p>
<p>The point, then, is that the sort of categories mostly used in this area can be taken to be representation categories, but in general only of these weak Hopf algebras: groups and ordinary algebras are special cases, but they show up naturally for certain kinds of field theory.</p>
<p><strong>Tensor Categories and Field Theories</strong></p>
<p><strong></strong>There were several talks about the relationship between tensor categories of various sorts and particular field theories.  The idea is that local field theories can be broken down in terms of some kind of n-category: <img src='http://s0.wp.com/latex.php?latex=n&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='n' title='n' class='latex' />-dimensional regions get labelled by categories, <img src='http://s0.wp.com/latex.php?latex=%28n-1%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(n-1)' title='(n-1)' class='latex' />-D boundaries between regions, or &#8220;defects&#8221;, are labelled by functors between the categories (with the idea that this shows how two different kinds of field can couple together at the defect), and so on (I think the highest-dimension that was discussed explicitly involved 3-categories, so one has junctions between defects, and junctions between junctions, which get assigned some higher-morphism data).  Alteratively, there&#8217;s the dual picture where categories are assigned to points, functors to 1-manifolds, and so on.  (This is just Poincaré duality in the case where the manifolds come with a decomposition into cells, which they often are if only for convenience).</p>
<p><strong>Victor Ostrik</strong> gave a pair of talks giving an overview role tensor categories play in conformal field theory.  There&#8217;s too much material here to easily summarize, but the basics go like this: CFTs are field theories defined on cobordisms that have some conformal structure (i.e. notion of angles, but not distance), and on the algebraic side they are associated with <a href="http://ncatlab.org/nlab/show/vertex+operator+algebra">vertex algebras</a> (some useful discussion appears on <a href="http://mathoverflow.net/questions/53988/what-is-the-motivation-for-a-vertex-algebra">mathoverflow</a>, but in this context they can be understood as vector spaces equipped with exactly the algebraic operations needed to model cobordisms with some local holomorphic structure).</p>
<p>In particular, the irreducible representations of these VOA&#8217;s determine the &#8220;conformal blocks&#8221; of the theory, which tell us about possible correlations between observables (self-adjoint operators).  A VOA <img src='http://s0.wp.com/latex.php?latex=V&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='V' title='V' class='latex' /> is &#8220;rational&#8221; if the category <img src='http://s0.wp.com/latex.php?latex=Rep%28V%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rep(V)' title='Rep(V)' class='latex' /> is semisimple (i.e. generated as finite direct sums of these conformal blocks).  For good VOA&#8217;s, <img src='http://s0.wp.com/latex.php?latex=Rep%28V%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rep(V)' title='Rep(V)' class='latex' /> will be a modular tensor category (MTC), which is a fusion category with a duality, braiding, and some other strucutre (see <a href="http://arxiv.org/abs/math.QA/0503226">this</a> for more).   So describing these gives us a lot of information about what CFT&#8217;s are possible.</p>
<p>The full data of a rational CFT are given by a vertex algebra, and a module category <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />: that is, a fusion category is a sort of categorified ring, so it can act on <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> as an ring acts on a module.  It turns out that choosing an <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> is equivalent to finding a certain algebra (i.e. algebra object) <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BL%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{L}' title='&#92;mathcal{L}' class='latex' />, a &#8220;Lagrangian algebra&#8221; inside the centre of <img src='http://s0.wp.com/latex.php?latex=Rep%28V%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rep(V)' title='Rep(V)' class='latex' />.  The Drinfel&#8217;d centre <img src='http://s0.wp.com/latex.php?latex=Z%28C%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Z(C)' title='Z(C)' class='latex' /> of a monoidal category <img src='http://s0.wp.com/latex.php?latex=C&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='C' title='C' class='latex' /> is a sort of free way to turn a monoidal category into a braided one: but concretely in this case it just looks like <img src='http://s0.wp.com/latex.php?latex=Rep%28V%29+%5Cotimes+Rep%28V%29%5E%7B%5Cast%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rep(V) &#92;otimes Rep(V)^{&#92;ast}' title='Rep(V) &#92;otimes Rep(V)^{&#92;ast}' class='latex' />.  Knowing the isomorphism class <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BL%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{L}' title='&#92;mathcal{L}' class='latex' /> determines a &#8220;modular invariant&#8221;.  It gets &#8220;physics&#8221; meaning from how it&#8217;s equipped with an algebra structure (which can happen in more than one way), but in any case <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BL%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{L}' title='&#92;mathcal{L}' class='latex' /> has an underlying vector space, which becomes the Hilbert space of states for the conformal field theory, which the VOA acts on in the natural way.</p>
<p>Now, that was all <em>conformal</em> field theory.<strong>  Christopher Douglas</strong> described some work with Chris Schommer-Pries and Noah Snyder about fusion categories and structured <em>topological</em> field theories.  These are functors out of cobordism categories, the most important of which are <img src='http://s0.wp.com/latex.php?latex=n&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='n' title='n' class='latex' />-categories, where the objects are points, morphisms are 1D cobordisms, and so on up to <img src='http://s0.wp.com/latex.php?latex=n&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='n' title='n' class='latex' />-morphisms which are <img src='http://s0.wp.com/latex.php?latex=n&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='n' title='n' class='latex' />-dimensional cobordisms.  To keep things under control, Chris Douglas talked about the case <img src='http://s0.wp.com/latex.php?latex=Bord_0%5E3&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Bord_0^3' title='Bord_0^3' class='latex' />, which is where <img src='http://s0.wp.com/latex.php?latex=n%3D3&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='n=3' title='n=3' class='latex' />, and a &#8220;local&#8221; field theory is a 3-functor <img src='http://s0.wp.com/latex.php?latex=Bord_0%5E3+%5Crightarrow+%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Bord_0^3 &#92;rightarrow &#92;mathcal{C}' title='Bord_0^3 &#92;rightarrow &#92;mathcal{C}' class='latex' /> for some 3-category <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{C}' title='&#92;mathcal{C}' class='latex' />.  Now, the (Baez-Dolan) Cobordism Hypothesis, which was proved by Jacob Lurie, says that <img src='http://s0.wp.com/latex.php?latex=Bord_0%5E3&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Bord_0^3' title='Bord_0^3' class='latex' /> is, in a suitable sense, the <em>free symmetric monoidal 3-category with duals</em>.  What this amounts to is that a local field theory whose target 3-category is <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{C}' title='&#92;mathcal{C}' class='latex' /> is &#8220;just&#8221; a <em>dualizable object</em> of <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{C}' title='&#92;mathcal{C}' class='latex' />.</p>
<p>The handy example which links this up to the above is when <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{C}' title='&#92;mathcal{C}' class='latex' /> has objects which are tensor categories, morphisms which are bimodule categories (i.e. categories acted), 2-morphisms which are functors, and 3-morphisms which are natural transformations.  Then the issue is to classify what kind of tensor categories these objects can be.</p>
<p>The story is trickier if we&#8217;re talking about, not just topological cobordisms, but ones equipped with some kind of structure regulated by a structure group <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />(for instance, orientation by <img src='http://s0.wp.com/latex.php?latex=G%3DSO%28n%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G=SO(n)' title='G=SO(n)' class='latex' />, spin structure by its universal cover <img src='http://s0.wp.com/latex.php?latex=G%3D+Spin%28n%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G= Spin(n)' title='G= Spin(n)' class='latex' />, and so on).  This means the cobordisms come equipped with a map into <img src='http://s0.wp.com/latex.php?latex=BG&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='BG' title='BG' class='latex' />.  They take <img src='http://s0.wp.com/latex.php?latex=O%28n%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='O(n)' title='O(n)' class='latex' /> as the starting point, and then consider groups <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> with a map to <img src='http://s0.wp.com/latex.php?latex=O%28n%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='O(n)' title='O(n)' class='latex' />, and require that the map into <img src='http://s0.wp.com/latex.php?latex=BG&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='BG' title='BG' class='latex' /> is a lift of the map to <img src='http://s0.wp.com/latex.php?latex=BO%28n%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='BO(n)' title='BO(n)' class='latex' />.  Then one gets that a structured local field theory amounts to a dualizable objects of <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{C}' title='&#92;mathcal{C}' class='latex' /> with a homotopy-fixed point for some <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-action &#8211; and this describes what gets assigned to the point by such a field theory.  What they then show is a correspondence between <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> and classes of categories.  For instance, fusion categories are what one gets by imposing that the cobordisms be oriented.</p>
<p><strong>Liang Kong</strong> talked about &#8220;Topological Orders and Tensor Categories&#8221;, which used the <a href="http://math.ucr.edu/home/baez/kong_levin-wen_models.pdf">Levin-Wen models</a>, from condensed matter phyiscs.  (<strong>Benjamin Balsam</strong> also gave a nice talk describing these models and showing how they&#8217;re equivalent to the <a href="http://arxiv.org/abs/1004.1533">Turaev-Viro</a> and Kitaev models in appropriate cases.  <strong>Ingo Runkel</strong> gave a related talk about topological field theories with &#8220;domain walls&#8221;.).  Here, the idea of a &#8220;defect&#8221; (and topological order) can be understood very graphically: we imagine a 2-dimensional crystal lattice (of atoms, say), and the defect is a 1-dimensional place where the two lattices join together, with the internal symmetry of each breaking down at the boundary.  (For example, a square lattice glued where the edges on one side are offset and meet the squares on the other side in the middle of a face, as you typically see in a row of bricks &#8211; the slides linked above have some pictures).  The Levin-Wen models are built using a hexagonal lattice, starting with a tensor category with several properties: <a href="http://ncatlab.org/nlab/show/spherical+category">spherical</a> (there are dualities satisfying some relations), fusion, and unitary: in fact, historically, these defining properties were rediscovered independently here as the requirement for there to be excitations on the boundary which satisfy physically-inspired consistency conditions.</p>
<p>These abstract the properties of a category of representations.  A generalization of this to &#8220;<a href="http://dao.mit.edu/~wen/topartS3.pdf">topological orders</a>&#8221; in 3D or higher is an extended TFT in the sense mentioned just above: they have a target 3-category of tensor categories, bimodule categories, functors and natural transformations.  The tensor categories (say, <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{C}' title='&#92;mathcal{C}' class='latex' />, <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BD%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{D}' title='&#92;mathcal{D}' class='latex' />, etc.) get assigned to the bulk regions; to &#8220;domain walls&#8221; between different regions, namely defects between lattices, we assign bimodule categories (but, for instance, to a line within a region, we get <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{C}' title='&#92;mathcal{C}' class='latex' /> understood as a <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BC%7D-%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{C}-&#92;mathcal{C}' title='&#92;mathcal{C}-&#92;mathcal{C}' class='latex' />-bimodule); then to codimension 2 and 3 defects we attach functors and natural transformations.  The algebra for how these combine expresses the ways these topological defects can go together.  On a lattice, this is an abstraction of a spin network model, where typically we have just one tensor category <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{C}' title='&#92;mathcal{C}' class='latex' /> applied to the whole bulk, namely the representations of a Lie group (say, a unitary group).  Then we do calculations by breaking down into bases: on codimension-1 faces, these are simple objects of <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{C}' title='&#92;mathcal{C}' class='latex' />; to vertices we assign a Hom space (and label by a basis for intertwiners in the special case); and so on.</p>
<p><strong>Thomas Nickolaus</strong> spoke about the same kind of <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-equivariant Dijkgraaf-Witten models as at our <a href="http://theoreticalatlas.wordpress.com/2011/03/17/hgtqgr-part-iiia-workshop/">workshop</a> in Lisbon, so I&#8217;ll refer you back to my earlier post on that.  However, speaking of equivariance and group actions:</p>
<p><strong>Michael Müger</strong>  spoke about &#8220;Orbifolds of Rational CFT&#8217;s and Braided Crossed <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-Categories&#8221; (see <a href="http://www.math.ru.nl/~mueger/PDF/15.pdf">this paper</a> for details).  This starts with that correspondence between rational CFT&#8217;s (strictly, rational <em>chiral</em> CFT&#8217;s) and modular categories <img src='http://s0.wp.com/latex.php?latex=Rep%28F%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rep(F)' title='Rep(F)' class='latex' />.  (He takes <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> to be the name of the CFT).  Then we consider what happens if some finite group <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> acts on <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> (if we understand <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> as a functor, this is an action by natural transformations; if as an algebra, then ).  This produces an &#8220;orbifold theory&#8221; <img src='http://s0.wp.com/latex.php?latex=F%5EG&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F^G' title='F^G' class='latex' /> (just like a finite group action on a manifold produces an orbifold), which is the &#8220;<img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-fixed subtheory&#8221; of <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' />, by taking <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-fixed points for every object, and is also a rational CFT.  But that means it corresponds to some other modular category <img src='http://s0.wp.com/latex.php?latex=Rep%28F%5EG%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rep(F^G)' title='Rep(F^G)' class='latex' />, so one would like to know what category this is.</p>
<p>A natural guess might be that it&#8217;s <img src='http://s0.wp.com/latex.php?latex=Rep%28F%29%5EG&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rep(F)^G' title='Rep(F)^G' class='latex' />, where <img src='http://s0.wp.com/latex.php?latex=C%5EG&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='C^G' title='C^G' class='latex' /> is a &#8220;weak fixed-point&#8221; category that comes from a weak group action on a category <img src='http://s0.wp.com/latex.php?latex=C&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='C' title='C' class='latex' />.  Objects of <img src='http://s0.wp.com/latex.php?latex=C%5EG&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='C^G' title='C^G' class='latex' /> are pairs <img src='http://s0.wp.com/latex.php?latex=%28c%2Cf_g%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(c,f_g)' title='(c,f_g)' class='latex' /> where <img src='http://s0.wp.com/latex.php?latex=c+%5Cin+C&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='c &#92;in C' title='c &#92;in C' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=f_g+%3A+g%28c%29+%5Crightarrow+c&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f_g : g(c) &#92;rightarrow c' title='f_g : g(c) &#92;rightarrow c' class='latex' /> is a specified isomorphism.  (This is a weak analog of <img src='http://s0.wp.com/latex.php?latex=S%5EG&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S^G' title='S^G' class='latex' />, the set of fixed points for a group acting on a set).  But this guess is wrong &#8211; indeed, it turns out these categories have the wrong dimension (which is defined because the modular category has a trace, which we can sum over generating objects).  Instead, the right answer, denoted by <img src='http://s0.wp.com/latex.php?latex=Rep%28F%5EG%29+%3D+G-Rep%28F%29%5EG&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rep(F^G) = G-Rep(F)^G' title='Rep(F^G) = G-Rep(F)^G' class='latex' />, is the <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-fixed part of some other category.  It&#8217;s a<a href="http://www.math.ru.nl/~mueger/PDF/20.pdf"> braided crossed <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-category</a>: one with a grading by <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />, and a <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-action that gets along with it.  The identity-graded part of <img src='http://s0.wp.com/latex.php?latex=Rep%28F%5EG%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rep(F^G)' title='Rep(F^G)' class='latex' /> is just the original <img src='http://s0.wp.com/latex.php?latex=Rep%28F%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rep(F)' title='Rep(F)' class='latex' />.</p>
<p><strong>State Sum Models</strong></p>
<p>This ties in somewhat with at least some of the models in the previous section.  Some of these were somewhat introductory, since many of the people at the conference were coming from a different background.  So, for instance, to begin the workshop, <strong>John Barrett</strong> gave a talk about categories and quantum gravity, which started by outlining the historical background, and the development of state-sum models.  He gave a second talk where he began to relate this to diagrams in Gray-categories (something he also talked about here in Lisbon in February, which I wrote about then).  He finished up with some discussion of spherical categories (and in particular the fact that there is a Gray-category of spherical categories, with a bunch of duals in the suitable sense).  This relates back to the kind of structures Chris Douglas spoke about (described above, but chronologically right after John).  Likewise, <strong>Winston Fairbairn</strong> gave a talk about state sum models in 3D quantum gravity &#8211; the Ponzano Regge model and Turaev-Viro model being the focal point, describing how these work and how they&#8217;re constructed.  Part of the point is that one would like to see that these fit into the sort of framework described in the section above, which for PR and TV models makes sense, but for the fancier state-sum models in higher dimensions, this becomes more complicated.</p>
<p><strong>Higher Gauge Theory</strong></p>
<p>There wasn&#8217;t as much on this topic as at our own workshop in Lisbon (though I have more remarks on higher gauge theory in <a href="http://theoreticalatlas.wordpress.com/2011/03/17/hgtqgr-part-iiia-workshop/">one post</a> about it), but there were a few entries.  <strong>Roger Picken</strong> talked about <a href="http://arxiv.org/abs/0808.3964">some work</a> with Joao Martins about a cubical formalism for parallel transport based on crossed modules, which consist of a group <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> and abelian group <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' />, with a map <img src='http://s0.wp.com/latex.php?latex=%5Cpartial+%3A+H+%5Crightarrow+G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;partial : H &#92;rightarrow G' title='&#92;partial : H &#92;rightarrow G' class='latex' /> and an action of <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> on <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' /> satisfying some axioms.  They can represent categorical groups, namely group objects in <img src='http://s0.wp.com/latex.php?latex=Cat&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Cat' title='Cat' class='latex' /> (equivalently, categories internal to <img src='http://s0.wp.com/latex.php?latex=Grp&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Grp' title='Grp' class='latex' />), and are &#8220;higher&#8221; analogs of groups with a <em>set</em> of <em>elements</em>.  Roger&#8217;s talk was about how to understand holonomies and parallel transports in this context.  So, a &#8220;connection&#8221; lets on transport things with <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-symmetries along paths, and with <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' />-symmetries along surfaces.  It&#8217;s natural to describe this with squares whose edges are labelled by <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-elements, and faces labelled by <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' />-elements (which are the holonomies).  Then the &#8220;cubical approach&#8221; means that we can describe gauge transformations, and higher gauge transformations (which in one sense are the point of higher gauge theory) in just the same way: a gauge transformation which assigns <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' />-values to edges and <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-values to vertices can be drawn via the holonomies of a connection on a cube which extends the original square into 3D (so the edges become squares, and so get <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' />-values, and so on).  The higher gauge transformations work in a similar way.  This cubical picture gives a good way to understand the algebra of how gauge transformations etc. work: so for instance, gauge transformations look like &#8220;conjugation&#8221; of a square by four other squares &#8211; namely, relating the front and back faces of a cube by means of the remaining faces.  Higher gauge transformations can be described by means of a 4D hypercube in an analogous way, and their algebraic properties have to do with the 2D faces of the hypercube.</p>
<p><strong>Derek Wise</strong> gave a short talk outlining his <a href="http://math.ucr.edu/home/baez/teleparallel.pdf">recent paper</a> with John Baez in which they show that it&#8217;s possible to construct a higher gauge theory based on the Poincare 2-group which turns out to have fields, and dynamics, which are equivalent to <a href="http://www.google.com/url?sa=t&amp;rct=j&amp;q=teleparallel%20gravity&amp;source=web&amp;cd=5&amp;ved=0CEIQFjAE&amp;url=http%3A%2F%2Farxiv.org%2Fabs%2Fgr-qc%2F0011087&amp;ei=1-wWT-PEAY-BhQfz_O2ZAw&amp;usg=AFQjCNFwBLXi7GGWkP9DppPz3CuPUOhi4w&amp;cad=rja">teleparallel gravity</a>, a slightly unusal theory which nevertheless looks in practice just like General Relativity.  I discussed this in a <a href="http://theoreticalatlas.wordpress.com/2011/09/26/2-erlangen-and-manifold-calculus/">previous post</a>.</p>
<p>So next time I&#8217;ll talk about the new additions to my paper on ETQFT which were the basis of my talk, which illustrates a few of the themes above.</p>
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		<title>Two Workshops on Representations and Categories &#8211; Part I</title>
		<link>http://theoreticalatlas.wordpress.com/2011/11/14/representations-and-categories-i/</link>
		<comments>http://theoreticalatlas.wordpress.com/2011/11/14/representations-and-categories-i/#comments</comments>
		<pubDate>Mon, 14 Nov 2011 17:00:17 +0000</pubDate>
		<dc:creator>Jeffrey Morton</dc:creator>
				<category><![CDATA[algebra]]></category>
		<category><![CDATA[categorification]]></category>
		<category><![CDATA[category theory]]></category>
		<category><![CDATA[conferences]]></category>
		<category><![CDATA[higher dimensional algebra]]></category>
		<category><![CDATA[representation theory]]></category>
		<category><![CDATA[talks]]></category>

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		<description><![CDATA[So I&#8217;ve been travelling a lot in the last month, spending more than half of it outside Portugal. I was in Ottawa, Canada for a Fields Institute workshop, &#8220;Categorical Methods in Representation Theory&#8220;. Then a little later I was in Erlangen, Germany for one called &#8220;Categorical and Representation-Theoretic Methods in Quantum Geometry and CFT&#8220;. Despite [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theoreticalatlas.wordpress.com&amp;blog=1777002&amp;post=1056&amp;subd=theoreticalatlas&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>So I&#8217;ve been travelling a lot in the last month, spending more than half of it outside Portugal. I was in Ottawa, Canada for a Fields Institute workshop, &#8220;<a href="http://www.fields.utoronto.ca/programs/scientific/11-12/reptheory2011/">Categorical Methods in Representation Theory</a>&#8220;. Then a little later I was in Erlangen, Germany for one called &#8220;<a href="http://www.algeo.math.uni-erlangen.de/people/meusburger-catherine/workshop/workshop.html">Categorical and Representation-Theoretic Methods in Quantum Geometry and CFT</a>&#8220;. Despite the similar-sounding titles, these were on fairly different themes, though <strong>Marco Mackaay</strong> was at both, talking about categorifying the <img src='http://s0.wp.com/latex.php?latex=q&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='q' title='q' class='latex' />-Schur algebra by diagrams.  I&#8217;ll describe the meetings, but for now I&#8217;ll start with the first.  Next post will be a summary of the second.</p>
<p>The Ottawa meeting was organized by Alistair Savage, and Alex Hoffnung (like me, a former student of John Baez). Alistair gave a talk here at IST over the summer about a <img src='http://s0.wp.com/latex.php?latex=q&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='q' title='q' class='latex' />-deformation of Khovanov&#8217;s categorification of the Heisenberg Algebra I discussed in <a href="http://theoreticalatlas.wordpress.com/2011/01/20/categorifying-heisenberg-algebra/">an earlier entry</a>. A lot of the discussion at the workshop was based on the Khovanov-Lauda program, which began with categorifying quantum version of the classical Lie groups, and is now making lots of progress in the categorification of algebras, representation theory, and so on.</p>
<p>The point of this program is to describe &#8220;categorifications&#8221; of particular algebras. This means finding monoidal categories with the property that when you take the Grothendieck ring (the ring of isomorphism classes, with a multiplication given by the monoidal structure), you get back the integral form of some algebra. (And then recover the original by taking the tensor over <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BZ%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{Z}' title='&#92;mathbb{Z}' class='latex' /> with <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{C}' title='&#92;mathbb{C}' class='latex' />). The key thing is how to represent the algebra by generators and relations. Since free monoidal categories with various sorts of structures <a href="http://www.mathstat.dal.ca/~selinger/papers/graphical.pdf">can be presented</a> as categories of string diagrams, it shouldn&#8217;t be surprising that the categories used tend to have objects that are sequences (i.e. monoidal products) of dots with various sorts of labelling data, and morphisms which are string diagrams that carry those labels on strands (actually, usually they&#8217;re linear combinations of such diagrams, so everything is enriched in vector spaces). Then one imposes relations on the &#8220;free&#8221; data given this way, by saying that the diagrams are considered the same morphism if they agree up to some local moves. The whole problem then is to find the right generators (labelling data) and relations (local moves). The result will be a categorification of a given presentation of the algebra you want.</p>
<p>So for instance, I was interested in <a href="http://www.math.columbia.edu/~scautis/"><strong>Sabin Cautis</strong></a> and <a href="http://math.stanford.edu/~amlicata/Anthony_Licata_homepage/Home.html"><strong>Anthony Licata</strong></a>&#8216;s talks connected with <a href="http://math.stanford.edu/~amlicata/Anthony_Licata_homepage/Research_files/HeiHilb.pdf">this paper</a>, &#8220;Heisenberg Categorification And Hilbert Schemes&#8221;. This is connected with a generalization of Khovanov&#8217;s categorification linked above, to include a variety of other algebras which are given a similar name. The point is that there&#8217;s such a &#8220;Heisenberg algebra&#8221; associated to different subgroups <img src='http://s0.wp.com/latex.php?latex=%5CGamma+%5Csubset+SL%282%2C%5Cmathbf%7Bk%7D%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Gamma &#92;subset SL(2,&#92;mathbf{k})' title='&#92;Gamma &#92;subset SL(2,&#92;mathbf{k})' class='latex' />, which in turn are classified by Dynkin diagrams. The vertices of these Dynkin diagrams correspond to some generators of the Heisenberg algebra, and one can modify Khovanov&#8217;s categorification by having strands in the diagram calculus be labelled by these vertices. Rules for local moves involving strands with different labels will be governed by the edges of the Dynkin diagram. Their paper goes on to describe how to represent these categorifications on certain categories of Hilbert schemes.</p>
<p>Along the same lines, <a href="http://www.math.columbia.edu/~lauda/"><strong>Aaron Lauda</strong></a> gave a talk on the categorification of the NilHecke algebra. This is defined as a subalgebra of endomorphisms of <img src='http://s0.wp.com/latex.php?latex=P_a+%3D+%5Cmathbb%7BZ%7D%5Bx_1%2C%5Cdots%2Cx_a%5D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='P_a = &#92;mathbb{Z}[x_1,&#92;dots,x_a]' title='P_a = &#92;mathbb{Z}[x_1,&#92;dots,x_a]' class='latex' />, generated by multiplications (by the <img src='http://s0.wp.com/latex.php?latex=x_i&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x_i' title='x_i' class='latex' />) and the divided difference operators <img src='http://s0.wp.com/latex.php?latex=%5Cpartial_i&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;partial_i' title='&#92;partial_i' class='latex' />. There are different from the usual derivative operators: in place of the differences between values of a single variable, they measure how a function behaves under the operation <img src='http://s0.wp.com/latex.php?latex=s_i&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='s_i' title='s_i' class='latex' /> which switches variables <img src='http://s0.wp.com/latex.php?latex=x_i&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x_i' title='x_i' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=x_%7Bi%2B1%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x_{i+1}' title='x_{i+1}' class='latex' /> (that is, the reflection in the hyperplane where <img src='http://s0.wp.com/latex.php?latex=x_i+%3D+x_%7Bi%2B1%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x_i = x_{i+1}' title='x_i = x_{i+1}' class='latex' />). The point is that just like differentiation, this operator &#8211; together with multiplication &#8211; generates an algebra in <img src='http://s0.wp.com/latex.php?latex=End%28%5Cmathbb%7BZ%7D%5Bx_1%2C%5Cdots%2Cx_a%5D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='End(&#92;mathbb{Z}[x_1,&#92;dots,x_a]' title='End(&#92;mathbb{Z}[x_1,&#92;dots,x_a]' class='latex' />. Aaron described how to categorify this presentation of the NilHecke algebra with a string-diagram calculus.</p>
<p>So anyway, there were a number of talks about the explosion of work within this general program &#8211; for instance, Marco Mackaay&#8217;s which I mentioned, as well as that of <strong>Pedro Vaz</strong> about the same project. One aspect of this program is that the relatively free &#8220;string diagram categories&#8221; are sometimes replaced with categories where the objects are bimodules and morphisms are bimodule homomorphisms. Making the relationship precise is then a matter of proving these satisfy exactly the relations on a &#8220;free&#8221; category which one wants, but sometimes they&#8217;re a good setting to prove one has a nice categorification. Thus, Ben Elias and Geordie Williamson gave two parts of one talk about &#8220;Soergel Bimodules and Kazhdan-Lusztig Theory&#8221; (see a <a href="http://sbseminar.wordpress.com/2007/07/23/soergel-bimodules/">blog post by Ben Webster</a> which gives a brief intro to this notion, including pointing out that Soergel bimodules give a categorification of the Hecke algebra).</p>
<p>One of the reasons for doing this sort of thing is that one gets invariants for manifolds from algebras &#8211; in particular, things like the Jones polynomial, which is related to the <a href="http://en.wikipedia.org/wiki/Temperley%E2%80%93Lieb_algebra">Temperley-Lieb algebra</a>. A categorification of it is Khovanov homology (which gives, for a manifold, a complex, with the property that the graded Euler characteristic of the complex is the Jones polynomial). The point here is that categorifying the algebra lets you raise the dimension of the kind of manifold your invariants are defined on.</p>
<p>So, for instance, <strong>Scott Morrison</strong> described &#8220;<a href="http://www.google.com/url?sa=t&amp;rct=j&amp;q=scott%20morrison%20manifold%20invariants&amp;source=web&amp;cd=4&amp;ved=0CDAQFjAD&amp;url=http%3A%2F%2Ftqft.net%2Fmath%2FStanford-2011.pdf&amp;ei=NFm9TpCWJMj28QO97O2rBA&amp;usg=AFQjCNGcJv3roejKv7r9R1KccEfAN1Mqrg&amp;cad=rja">Invariants of 4-Manifolds from Khonanov Homology</a>&#8220;.  This was based on a generalization of the relationship between TQFT&#8217;s and planar algebras.  The point is, planar algebras are described by the composition of diagrams of the following form: a big circle, containing some number of small circles.  The boundaries of each circle are labelled by some number of marked points, and the space between carries curves which connect these marked points in some way.  One composes these diagrams by gluing big circles into smaller circles (there&#8217;s some further discussion <a href="http://golem.ph.utexas.edu/category/2008/09/planar_algebras_tfts_with_defe.html">here</a> including a picture, and much more in <a href="http://www.google.com/url?sa=t&amp;rct=j&amp;q=planar%20algebra&amp;source=web&amp;cd=4&amp;ved=0CDcQFjAD&amp;url=http%3A%2F%2Fmath.berkeley.edu%2F~vfr%2Fplnalg1.ps&amp;ei=fFK9TtKeHNPB8QPx8a23BA&amp;usg=AFQjCNEA2M96hGGlFxytr9N7tH8QMzYTRg&amp;cad=rja">this book here</a>).  Scott Morrison described these diagrams as &#8220;spaghetti and meatball&#8221; diagrams.  Planar algebras show up by associating a vector spaces to &#8220;the&#8221; circle with <img src='http://s0.wp.com/latex.php?latex=n&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='n' title='n' class='latex' /> marked points, and linear maps to each way (up to isotopy) of filling in edges between such circles.  One can think of the circles and marked-disks as a marked-cobordism category, and so a functorial way of making these assignments is something like a TQFT.  It also gives lots of vector spaces and lots of linear maps that fit together in a particular way described by this category of marked cobordisms, which is what a &#8220;planar algebra&#8221; actually consists of.  Clearly, these planar algebras can be used to get some manifold invariants &#8211; namely the &#8220;TQFT&#8221; that corresponds to them.</p>
<p>Scott Morrison&#8217;s talk described how to get invariants of 4-dimensional manifolds in a similar way by boosting (almost) everything in this story by 2 dimensions.  You start with a 4-ball, whose boundary is a 3-sphere, and excise some number of 4-balls (with 3-sphere boundaries) from the interior.  Then let these 3D boundaries be &#8220;marked&#8221; with 1-D embedded links (think &#8220;knots&#8221; if you like).  These 3-spheres with embedded links are the objects in a category.  The morphisms are 4-balls which connect them, containing 2D knotted surfaces which happen to intersect the boundaries exactly at their embedded links.  By analogy with the image of &#8220;spaghetti and meatballs&#8221;, where the spaghetti is a collection of 1D marked curves, Morrison calls these 4-manifolds with embedded 2D surfaces &#8220;lasagna diagrams&#8221; (which generalizes to the less evocative case of &#8220;<img src='http://s0.wp.com/latex.php?latex=%28n%2Ck%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(n,k)' title='(n,k)' class='latex' /> pasta diagrams&#8221;, where we&#8217;ve just mentioned the <img src='http://s0.wp.com/latex.php?latex=%282%2C1%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(2,1)' title='(2,1)' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=%284%2C2%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(4,2)' title='(4,2)' class='latex' /> cases, with <img src='http://s0.wp.com/latex.php?latex=k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='k' title='k' class='latex' />-dimensional &#8220;pasta&#8221; embedded in <img src='http://s0.wp.com/latex.php?latex=n&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='n' title='n' class='latex' />-dimensional balls).  Then the point is that one can compose these pasta diagrams by gluing the 4-balls along these marked boundaries.  One then gets manifold invariants from these sorts of diagrams by using Khovanov homology, which assigns to</p>
<p><strong>Ben Webster</strong> talked about categorification of Lie algebra <em>representations</em>, in a talk called &#8220;<a href="http://pages.uoregon.edu/bwebster/Banff.pdf">Categorification, Lie Algebras and Topology</a>&#8220;. This is also part of categorifying manifold invariants, since the <a href="http://ncatlab.org/nlab/show/Reshetikhin-Turaev+construction">Reshitikhin-Turaev Invariants</a> are based on some monoidal category, which in this case is the category of representations of some algebra.  Categorifying this to a 2-category gives higher-dimensional equivalents of the RT invariants.  The idea (which you can check out in those slides) is that this comes down to describing the analog of the &#8220;highest-weight&#8221; representations for some Lie algebra you&#8217;ve already categorified.</p>
<p>The <a href="http://en.wikipedia.org/wiki/Weight_%28representation_theory%29#Highest_weight">Lie theory point here</a>, you might remember, is that representations of Lie algebras <img src='http://s0.wp.com/latex.php?latex=%5Cmathfrak%7Bg%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathfrak{g}' title='&#92;mathfrak{g}' class='latex' /> can be analyzed by decomposing them into &#8220;weight spaces&#8221; <img src='http://s0.wp.com/latex.php?latex=V_%7B%5Clambda%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='V_{&#92;lambda}' title='V_{&#92;lambda}' class='latex' />, associated to weights <img src='http://s0.wp.com/latex.php?latex=%5Clambda+%3A+%5Cmathfrak%7Bg%7D+%5Crightarrow+%5Cmathbf%7Bk%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;lambda : &#92;mathfrak{g} &#92;rightarrow &#92;mathbf{k}' title='&#92;lambda : &#92;mathfrak{g} &#92;rightarrow &#92;mathbf{k}' class='latex' /> (where <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bk%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{k}' title='&#92;mathbf{k}' class='latex' /> is the base field, which we can generally assume is <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{C}' title='&#92;mathbb{C}' class='latex' />).  Weights turn Lie algebra elements into scalars, then.  So weight spaces generalize eigenspaces, in that acting by any element <img src='http://s0.wp.com/latex.php?latex=g+%5Cin+%5Cmathfrak%7Bg%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='g &#92;in &#92;mathfrak{g}' title='g &#92;in &#92;mathfrak{g}' class='latex' /> on a &#8220;weight vector&#8221; <img src='http://s0.wp.com/latex.php?latex=v+%5Cin+V_%7B%5Clambda%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='v &#92;in V_{&#92;lambda}' title='v &#92;in V_{&#92;lambda}' class='latex' /> amounts to multiplying by <img src='http://s0.wp.com/latex.php?latex=%5Clambda%7Bg%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;lambda{g}' title='&#92;lambda{g}' class='latex' />.  (So that <img src='http://s0.wp.com/latex.php?latex=v&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='v' title='v' class='latex' /> is an eigenvector for each <img src='http://s0.wp.com/latex.php?latex=g&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='g' title='g' class='latex' />, but the eigenvalue depends on <img src='http://s0.wp.com/latex.php?latex=g&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='g' title='g' class='latex' />, and is given by the weight.)  A weight can be the &#8220;highest&#8221; with respect to a natural order that can be put on weights (<img src='http://s0.wp.com/latex.php?latex=%5Clambda+%5Cgeq+%5Cmu&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;lambda &#92;geq &#92;mu' title='&#92;lambda &#92;geq &#92;mu' class='latex' /> if the difference is a nonnegative combination of simple weights).  Then a &#8220;highest weight representation&#8221; is one which is generated under the action of <img src='http://s0.wp.com/latex.php?latex=%5Cmathfrak%7Bg%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathfrak{g}' title='&#92;mathfrak{g}' class='latex' /> by a single weight vector <img src='http://s0.wp.com/latex.php?latex=v&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='v' title='v' class='latex' />, the &#8220;highest weight vector&#8221;.</p>
<p>The point of the categorification is to describe the representation in the same terms.  First, we introduce a special strand (which Ben Webster draws as a red strand) which represents the highest weight vector.  Then we say that the category that stands in for the highest weight representation is just what we get by starting with this red strand, and putting all the various string diagrams of the categorification of <img src='http://s0.wp.com/latex.php?latex=%5Cmathfrak%7Bg%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathfrak{g}' title='&#92;mathfrak{g}' class='latex' /> next to it.  One can then go on to talk about tensor products of these representations, where objects are found by amalgamating several such diagrams (with several red strands) together.  And so on.  These categorified representations are then supposed to be usable to give higher-dimensional manifold invariants.</p>
<p>Now, the flip side of higher categories that reproduce ordinary representation theory would be the representation theory of higher categories in their natural habitat, so to speak. Presumably there should be a fairly uniform picture where categorifications of normal representation theory will be special cases of this. <a href="http://www2.math.uu.se/~mazor/"><strong>Vlodymyr Mazorchuk</strong></a> gave an interesting talk called <a href="http://www2.math.uu.se/%7Emazor/PREPRINTS/DOKLADY/ottawa.pdf">2-representations of finitary 2-categories</a>.  He gave an example of one of the 2-categories that shows up a lot in these Khovanov-Lauda categorifications, the 2-category of Soergel Bimodules mentioned above.  This has one object, which we can think of as a category of modules over the algebra <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BC%7D%5Bx_1%2C+%5Cdots%2C+x_n%5D%2FI&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{C}[x_1, &#92;dots, x_n]/I' title='&#92;mathbb{C}[x_1, &#92;dots, x_n]/I' class='latex' /> (where I  is some ideal of homogeneous symmetric polynomials).  The morphisms are endofunctors of this category, which all amount to tensoring with certain bimodules &#8211; the irreducible ones being the Soergel bimodules.  The point of the talk was to explain the representations of 2-categories <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{C}' title='&#92;mathcal{C}' class='latex' /> &#8211; that is, 2-functors from <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{C}' title='&#92;mathcal{C}' class='latex' /> into some &#8220;classical&#8221; 2-category.  Examples would be 2-categories like &#8220;2-vector spaces&#8221;, or variants on it.  The examples he gave: (1) [small fully additive <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bk%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{k}' title='&#92;mathbf{k}' class='latex' />-linear categories], (2) the full subcategory of it with finitely many indecomposible elements, (3) [categories equivalent to module categories of finite dimensional associative <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bk%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{k}' title='&#92;mathbf{k}' class='latex' />-algebras].  All of these have some claim to be a 2-categorical analog of [vector spaces].  In general, Mazorchuk allowed representations of &#8220;FIAT&#8221; categories: Finitary (Two-)categories with Involutions and Adjunctions.</p>
<p>Part of the process involved getting a &#8220;multisemigroup&#8221; from such categories: a set <img src='http://s0.wp.com/latex.php?latex=S&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S' title='S' class='latex' /> with an operation which takes pairs of elements, and returns a subset of <img src='http://s0.wp.com/latex.php?latex=S&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S' title='S' class='latex' />, satisfying some natural associativity condition.  (Semigroups are the case where the subset contains just one element &#8211; groups are the case where furthermore the operation is invertible).  The idea is that FIAT categories have some set of generators &#8211; indecomposable 1-morphisms &#8211; and that the multisemigroup describes which indecomposables show up in a composite.  (If we think of the 2-category as a monoidal category, this is like talking about a decomposition of a tensor product of objects).  So, for instance, for the 2-category that comes from the monoidal category of <img src='http://s0.wp.com/latex.php?latex=%5Cmathfrak%7Bsl%7D%282%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathfrak{sl}(2)' title='&#92;mathfrak{sl}(2)' class='latex' /> modules, we get the semigroup of nonnegative integers.  For the Soergel bimodule 2-category, we get the symmetric group.  This sort of thing helps characterize when two objects are equivalent, and in turn helps describe 2-representations up to some equivalence.  (You can find much more detail behind the link above.)</p>
<p>On the more classical representation-theoretic side of things, <strong><a href="http://www.math.toronto.edu/jkamnitz/">Joel Kamnitzer</a></strong> gave a talk called &#8220;Spiders and Buildings&#8221;, which was concerned with some geometric and combinatorial constructions in representation theory.  These involved certain trivalent planar graphs, called &#8220;webs&#8221;, whose edges carry labels between 1 and <img src='http://s0.wp.com/latex.php?latex=%28n-1%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(n-1)' title='(n-1)' class='latex' />.  They&#8217;re embedded in a disk, and the outgoing edges, with labels <img src='http://s0.wp.com/latex.php?latex=%28k_1%2C+%5Cdots%2C+k_m%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(k_1, &#92;dots, k_m)' title='(k_1, &#92;dots, k_m)' class='latex' /> determine a representation space for a group <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />, say <img src='http://s0.wp.com/latex.php?latex=G+%3D+SL_n&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G = SL_n' title='G = SL_n' class='latex' />, namely the tensor product of a bunch of wedge products, <img src='http://s0.wp.com/latex.php?latex=%5Cotimes_j+%5Cwedge%5E%7Bk_j%7D+%5Cmathbb%7BC%7D%5En&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;otimes_j &#92;wedge^{k_j} &#92;mathbb{C}^n' title='&#92;otimes_j &#92;wedge^{k_j} &#92;mathbb{C}^n' class='latex' />, where <img src='http://s0.wp.com/latex.php?latex=SL_n&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='SL_n' title='SL_n' class='latex' /> acts on <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BC%7D%5En&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{C}^n' title='&#92;mathbb{C}^n' class='latex' /> as usual.  Then a web determines an invariant vector in this space.  This comes about by having invariant vectors for each vertex (the basic case where <img src='http://s0.wp.com/latex.php?latex=m+%3D3&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='m =3' title='m =3' class='latex' />), and tensoring them together.  But the point is to interpret this construction geometrically.  This was a bit outside my grasp, since it involves the <a href="http://en.wikipedia.org/wiki/Langlands_program">Langlands program</a> and the <a href="http://sbseminar.wordpress.com/2007/08/08/quantum-geometric-satake/">geometric Satake correspondence</a>, neither of which I know much of anything about, but which give geometric/topological ways of constructing representation categories.  One thing I did pick up is that it uses the &#8220;Langlands dual group&#8221; <img src='http://s0.wp.com/latex.php?latex=%5Ccheck%7BG%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;check{G}' title='&#92;check{G}' class='latex' /> of <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> to get a certain metric space called <img src='http://s0.wp.com/latex.php?latex=Gn_%7B%5Ccheck%7BG%7D%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Gn_{&#92;check{G}}' title='Gn_{&#92;check{G}}' class='latex' />.  Then there&#8217;s a correspondence between the category of representations of <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> and the category of (perverse, constructible) sheaves on this space.  This correspondence can be used to describe the vectors that come out of these webs.</p>
<p><strong>Jim Dolan</strong> gave a couple of talks while I was there, which actually fit together as two parts of a bigger picture &#8211; one was during the workshop itself, and one at the logic seminar on the following Monday. It helped a lot to see both in order to appreciate the overall point, so I&#8217;ll mix them a bit indiscriminately. The first was called &#8220;Dimensional Analysis is Algebraic Geometry&#8221;, and the second &#8220;Toposes of Quasicoherent Sheaves on Toric Varieties&#8221;. For the purposes of the logic seminar, he gave the slogan of the second talk as &#8220;Algebraic Geometry is a branch of Categorical Logic&#8221;. Jim&#8217;s basic idea was inspired by Bill Lawvere&#8217;s concept of a &#8220;theory&#8221;, which is supposed to extend both &#8220;algebraic theories&#8221; (such as the &#8220;theory of groups&#8221;) and theories in the sense of physics.  Any given theory is some structured category, and &#8220;models&#8221; of the theory are functors into some other category to represent it &#8211; it thus has a functor category called its &#8220;moduli stack of models&#8221;.  A physical theory (essentially, models which depict some contents of the universe) has some parameters.  The &#8220;theory of elastic scattering&#8221;, for instance, has the masses, and initial and final momenta, of two objects which collide and &#8220;scatter&#8221; off each other.  The moduli space for this theory amounts to assignments of values to these parameters, which must satisfy some algebraic equations &#8211; conservation of energy and momentum (for example, <img src='http://s0.wp.com/latex.php?latex=%5Csum_i+m_i+v_i%5E%7Bin%7D+%3D+%5Csum_i+m_i+v_i%5E%7Bout%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;sum_i m_i v_i^{in} = &#92;sum_i m_i v_i^{out}' title='&#92;sum_i m_i v_i^{in} = &#92;sum_i m_i v_i^{out}' class='latex' />, where <img src='http://s0.wp.com/latex.php?latex=i+%5Cin+1%2C+2&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='i &#92;in 1, 2' title='i &#92;in 1, 2' class='latex' />).  So the moduli space is some projective algebraic variety.  Jim explained how &#8220;dimensional analysis&#8221; in physics is the study of line bundles over such varieties (&#8220;dimensions&#8221; are just such line bundles, since a &#8220;dimension&#8221; is a 1-dimensional sort of thing, and &#8220;quantities&#8221; in those dimensions are sections of the line bundles).  Then there&#8217;s a category of such bundles, which are organized into a special sort of symmetric monoidal category &#8211; in fact, it&#8217;s contrained so much it&#8217;s just a graded commutative algebra.</p>
<p>In his second talk, he generalized this to talk about categories of sheaves on some varieties &#8211; and, since he was talking in the categorical logic seminar, he proposed a point of view for looking at algebraic geometry in the context of logic.  This view could be summarized as: <em>Every (generalized) space studied by algebraic geometry &#8220;is&#8221; the moduli space of models for some theory in some doctrine.</em>  The term &#8220;<a href="http://ncatlab.org/nlab/show/doctrine">doctrine</a>&#8221; is Bill Lawvere&#8217;s, and specifies what kind of structured category the theory and the target of its models are supposed to be (and of course what kind of functors are allowed as models).  Thus, for instance, toposes (as generalized spaces) are supposed to be thought of as &#8220;geometric theories&#8221;.  He explained that his &#8220;dimensional analysis doctrine&#8221; is a special case of this.  As usual when talking to Jim, I came away with the sense that there&#8217;s a very large program of ideas lurking behind everything he said, of which only the tip of the iceberg actually made it into the talks.</p>
<p>Next post, when I have time, will talk about the meeting at Erlangen&#8230;</p>
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		<title>2-Erlangen Program; Manifold Calculus talk (Pedro Brito)</title>
		<link>http://theoreticalatlas.wordpress.com/2011/09/26/2-erlangen-and-manifold-calculus/</link>
		<comments>http://theoreticalatlas.wordpress.com/2011/09/26/2-erlangen-and-manifold-calculus/#comments</comments>
		<pubDate>Mon, 26 Sep 2011 14:22:23 +0000</pubDate>
		<dc:creator>Jeffrey Morton</dc:creator>
				<category><![CDATA[2-groups]]></category>
		<category><![CDATA[geometry]]></category>
		<category><![CDATA[moduli spaces]]></category>
		<category><![CDATA[sheaves]]></category>

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		<description><![CDATA[(Note: WordPress seems to be having some intermittent technical problem parsing my math markup in this post, so please bear with me until it, hopefully, goes away&#8230;) As August is the month in which Portugal goes on vacation, and we had several family visitors toward the end of the summer, I haven&#8217;t posted in a [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theoreticalatlas.wordpress.com&amp;blog=1777002&amp;post=1020&amp;subd=theoreticalatlas&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>(<strong>Note</strong>: WordPress seems to be having some intermittent technical problem parsing my math markup in this post, so please bear with me until it, hopefully, goes away&#8230;)</p>
<p>As August is the month in which Portugal goes on vacation, and we had several family visitors toward the end of the summer, I haven&#8217;t posted in a while, but the term has now started up at IST, and seminars are underway, so there should be some interesting stuff coming up to talk about.</p>
<p><strong>New Blog</strong></p>
<p>First, I&#8217;ll point out that that Derek Wise has started a new blog, called simply &#8220;<a href="http://dkwise.wordpress.com/">Simplicity</a>&#8220;, which is (I imagine) what it aims to contain: things which seem complex explained so as to reveal their simplicity.  Unless I&#8217;m reading too much into the title.  As of this writing, he&#8217;s posted only one entry, but a lengthy one that gives a nice explanation of a program for categorified Klein geometries which he&#8217;s been thinking a bunch about.  Klein&#8217;s program for describing the geometry of homogeneous spaces (such as spherical, Euclidean, and hyperbolic spaces with constant curvature, for example) was developed at Erlangen, and goes by the name &#8220;The Erlangen Program&#8221;.  Since Derek is now doing a postdoc at Erlangen, and this is supposed to be a categorification of Klein&#8217;s approach, he&#8217;s referred to it the &#8220;2-Erlangen Program&#8221;.  There&#8217;s more discussion about it in <a href="http://golem.ph.utexas.edu/category/2011/08/klein_2geometry_xii.html">a (somewhat) recent post</a> by John Baez at the n-Category Cafe.  Both of them note the recent <a href="http://math.ucr.edu/home/baez/teleparallel.pdf">draft paper</a> they did relating a higher gauge theory based on the Poincare 2-group to a theory known as teleparallel gravity.  I don&#8217;t know this theory so well, except that it&#8217;s some almost-equivalent way of formulating General Relativity</p>
<p>I&#8217;ll refer you to Derek&#8217;s own post for full details of what&#8217;s going on in this approach, but the basic motivation isn&#8217;t too hard to set out.  The Erlangen program takes the view that a homogeneous space is a space <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> (let&#8217;s say we mean by this a topological space) which &#8220;looks the same everywhere&#8221;.  More precisely, there&#8217;s a group action by some <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />, which we understand to be &#8220;symmetries&#8221; of the space, which is transitive.  Since every point is taken to every other point by some symmetry, the space is &#8220;homogeneous&#8221;.  Some symmetries leave certain points <img src='http://s0.wp.com/latex.php?latex=x+%5Cin+X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x &#92;in X' title='x &#92;in X' class='latex' /> where they are &#8211; they form the stabilizer subgroup <img src='http://s0.wp.com/latex.php?latex=H+%3D+Stab%28x%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H = Stab(x)' title='H = Stab(x)' class='latex' />.  When the space is homogeneous, it is isomorphic to the coset space, <img src='http://s0.wp.com/latex.php?latex=X+%5Ccong+G+%2F+H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X &#92;cong G / H' title='X &#92;cong G / H' class='latex' />.  So Klein&#8217;s idea is to say that any time you have a Lie group <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> and a closed subgroup <img src='http://s0.wp.com/latex.php?latex=H+%3C+G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H &lt; G' title='H &lt; G' class='latex' />, this quotient will be called a &#8220;homogeneous space&#8221;.  A familiar example would be Euclidean space, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D%5En+%5Ccong+E%28n%29+%2F+O%28n%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}^n &#92;cong E(n) / O(n)' title='&#92;mathbb{R}^n &#92;cong E(n) / O(n)' class='latex' />, where <img src='http://s0.wp.com/latex.php?latex=E&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='E' title='E' class='latex' /> is the Euclidean group and <img src='http://s0.wp.com/latex.php?latex=O&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='O' title='O' class='latex' /> is the orthogonal group, but there are plenty of others.</p>
<p>This example indicates what Cartan geometry is all about, though &#8211; this is the next natural step after Klein geometry (<strong>Edit</strong>:  Derek&#8217;s blog now has a <a href="http://dkwise.wordpress.com/2011/09/26/explaining-cartan-geometry/">visual explanation of Cartan geometry</a>, a.k.a. &#8220;generalized hamsterology&#8221;, new since I originally posted this).  We can say that Cartan is to Klein as Riemann is to Euclid.  (Or that Cartan is to Riemann as Klein is to Euclid &#8211; or if you want to get maybe too-precisely metaphorical, Cartan is the pushout of Klein and Riemann over Euclid).  The point is that Riemannian geometry studies manifolds &#8211; spaces which are not homogeneous, but look like Euclidean space locally.  Cartan geometry studies spaces which aren&#8217;t homogeneous, but can be locally modelled by Klein geometries.  Now, a Riemannian geometry is essentially a manifold with a metric, describing how it locally looks like Euclidean space.  An equivalent way to talk about it is a manifold with a bundle of Euclidean spaces (the tangent spaces) with a connection (the Levi-Civita connection associated to the metric).  A Cartan geometry can likewise be described as a <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-bundle with fibre <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> with a connection</p>
<p>Then the point of the &#8220;2-Erlangen program&#8221; is to develop similar geometric machinery for <a href="http://www.tac.mta.ca/tac/volumes/12/14/12-14abs.html">2-groups</a> (a.k.a. categorical groups).  This is, as usual, a bit more complicated since actions of 2-groups are trickier than group-actions.  In their paper, though, the point is to look at spaces which are locally modelled by some sort of 2-Klein geometry which derives from the Poincare 2-group.  By analogy with Cartan geometry, one can talk about such Poincare 2-group connections on a space &#8211; that is, some kind of &#8220;higher gauge theory&#8221;.  This is the sort of framework where John and Derek&#8217;s draft paper formulates teleparallel gravity.  It turns out that the 2-group connection ends up looking like a regular connection with torsion, and this plays a role in that theory.  Their draft will give you a lot more detail.</p>
<p><strong>Talk on Manifold Calculus</strong></p>
<p>On a different note, one of the first talks I went to so far this semester was one by Pedro Brito about &#8220;Manifold Calculus and Operads&#8221; (though he ran out of time in the seminar before getting to talk about the connection to operads).  This was about motivating and introducing the Goodwillie Calculus for functors between categories of spaces.  (There are various references on this, but see for instance these <a href="http://noether.uoregon.edu/~sadofsky/gctt/goodwillie.pdf">notes by Hal Sadofsky</a>). In some sense this is a generalization of calculus from functions to functors, and one of the main results Goodwillie introduced with this subject, is a functorial analog of Taylor&#8217;s theorem.  I&#8217;d seen some of this before, but this talk was a nice and accessible intro to the topic.</p>
<p>So the starting point for this &#8220;Manifold Calculus&#8221; is that we&#8217;d like to study functors from spaces to spaces (in fact this all applies to spectra, which are more general, but Pedro Brito&#8217;s talk was focused on spaces).  The sort of thing we&#8217;re talking about is a functor which, given a space <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, gives a moduli space of some sort of geometric structures we can put on <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, or of mappings from <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />.  The main motivating example he gave was the functor</p>
<p><img src='http://s0.wp.com/latex.php?latex=Imm%28-%2CN%29+%3A+%5BSpaces%5D+%5Crightarrow+%5BSpaces%5D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(-,N) : [Spaces] &#92;rightarrow [Spaces]' title='Imm(-,N) : [Spaces] &#92;rightarrow [Spaces]' class='latex' /></p>
<p>for some fixed manifold <img src='http://s0.wp.com/latex.php?latex=N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N' title='N' class='latex' />. Given a manifold <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, this gives the mapping space of all immersions of <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> into <img src='http://s0.wp.com/latex.php?latex=N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N' title='N' class='latex' />.</p>
<p>(Recalling some terminology: <em>immersions</em> are maps of manifolds where the differential is nondegenerate &#8211; the induced map of tangent spaces is everywhere injective, meaning essentially that there are no points, cusps, or kinks in the image, but there might be self-intersections. <em>Embeddings</em> are, in addition, local homeomorphisms.)</p>
<p>Studying this functor <img src='http://s0.wp.com/latex.php?latex=Imm%28-%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(-,N)' title='Imm(-,N)' class='latex' /> means, among other things, looking at the various spaces <img src='http://s0.wp.com/latex.php?latex=Imm%28M%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(M,N)' title='Imm(M,N)' class='latex' /> of immersions of each <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> into <img src='http://s0.wp.com/latex.php?latex=N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N' title='N' class='latex' />. We might first ask: can <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> be immersed in <img src='http://s0.wp.com/latex.php?latex=N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N' title='N' class='latex' /> at all &#8211; in other words, is <img src='http://s0.wp.com/latex.php?latex=%5Cpi_0%28Imm%28M%2CN%29%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;pi_0(Imm(M,N))' title='&#92;pi_0(Imm(M,N))' class='latex' /> nonempty?</p>
<p>So, for example, the <a href="http://en.wikipedia.org/wiki/Whitney_embedding_theorem">Whitney Embedding Theorem</a> says that if <img src='http://s0.wp.com/latex.php?latex=dim%28N%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='dim(N)' title='dim(N)' class='latex' /> is at least <img src='http://s0.wp.com/latex.php?latex=2+dim%28M%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='2 dim(M)' title='2 dim(M)' class='latex' />, then there is an embedding of <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> into <img src='http://s0.wp.com/latex.php?latex=N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N' title='N' class='latex' /> (which is therefore also an immersion).</p>
<p>In more detail, we might want to know what <img src='http://s0.wp.com/latex.php?latex=%5Cpi_0%28Imm%28M%2CN%29%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;pi_0(Imm(M,N))' title='&#92;pi_0(Imm(M,N))' class='latex' /> is, which tells how many connected components of immersions there are: in other words, distinct classes of immersions which can&#8217;t be deformed into one another by a family of immersions. Or, indeed, we might ask about all the homotopy groups of <img src='http://s0.wp.com/latex.php?latex=Imm%28M%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(M,N)' title='Imm(M,N)' class='latex' />, not just the zeroth: what&#8217;s the homotopy type of <img src='http://s0.wp.com/latex.php?latex=Imm%28M%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(M,N)' title='Imm(M,N)' class='latex' />? (Once we have a handle on this, we would then want to vary <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />).</p>
<p>It turns out this question is manageable, party due to a theorem of Smale and Hirsch, which is a generalization of Gromov&#8217;s <a href="http://en.wikipedia.org/wiki/Homotopy_principle">h-principle</a> &#8211; the original principle applies to solutions of certain kinds of PDE&#8217;s, saying that any solution can be deformed to a holomorphic one, so if you want to study the space of solutions up to homotopy, you may as well just study the holomorphic solutions.</p>
<p>The Smale-Hirsch theorem likewise gives a homotopy equivalence of two spaces, one of which is <img src='http://s0.wp.com/latex.php?latex=Imm%28M%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(M,N)' title='Imm(M,N)' class='latex' />. The other is the space of &#8220;formal immersions&#8221;, called <img src='http://s0.wp.com/latex.php?latex=Imm%5Ef%28M%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm^f(M,N)' title='Imm^f(M,N)' class='latex' />. It consists of all <img src='http://s0.wp.com/latex.php?latex=%28f%2CF%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(f,F)' title='(f,F)' class='latex' />, where <img src='http://s0.wp.com/latex.php?latex=f+%3A+M+%5Crightarrow+N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f : M &#92;rightarrow N' title='f : M &#92;rightarrow N' class='latex' /> is smooth, and <img src='http://s0.wp.com/latex.php?latex=F+%3A+TM+%5Crightarrow+TN&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F : TM &#92;rightarrow TN' title='F : TM &#92;rightarrow TN' class='latex' /> is a map of tangent spaces which restricts to <img src='http://s0.wp.com/latex.php?latex=f&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f' title='f' class='latex' />, and is injective. These are &#8220;formally&#8221; like immersions, and indeed <img src='http://s0.wp.com/latex.php?latex=Imm%28M%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(M,N)' title='Imm(M,N)' class='latex' /> has an inclusion into <img src='http://s0.wp.com/latex.php?latex=Imm%5Ef%28M%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm^f(M,N)' title='Imm^f(M,N)' class='latex' />, which happens to be a homotopy equivalence: it induces isomorphisms of all the homotopy groups. These come from homotopies taking each &#8220;formal immersion&#8221; to some actual immersion. So we&#8217;ve approximated <img src='http://s0.wp.com/latex.php?latex=Imm%28-%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(-,N)' title='Imm(-,N)' class='latex' />, up to homotopy, by <img src='http://s0.wp.com/latex.php?latex=Imm%5Ef%28-%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm^f(-,N)' title='Imm^f(-,N)' class='latex' />. (This &#8220;homotopy&#8221; of functors makes sense because we&#8217;re talking about an <em>enriched functor</em> &#8211; the source and target categories are enriched in spaces, where the concepts of homotopy theory are all available).</p>
<p>We still haven&#8217;t got to manifold calculus, but it will be all about approximating one functor by another &#8211; or rather, by a chain of functors which are supposed to be like the Taylor series for a function. The way to get this series has to do with sheafification, so first it&#8217;s handy to re-describe what the Smale-Hirsch theorem says in terms of sheaves. This means we want to talk about some category of spaces with a Grothendieck topology.</p>
<p>So lets let <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BE%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{E}' title='&#92;mathcal{E}' class='latex' /> be the category whose objects are <img src='http://s0.wp.com/latex.php?latex=d&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='d' title='d' class='latex' />-dimensional manifolds and whose morphisms are embeddings (which, of course, are necessarily codimension 0). Now, the point here is that if <img src='http://s0.wp.com/latex.php?latex=f+%3A+M+%5Crightarrow+M%27&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f : M &#92;rightarrow M&#039;' title='f : M &#92;rightarrow M&#039;' class='latex' /> is an embedding in <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BE%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{E}' title='&#92;mathcal{E}' class='latex' />, and <img src='http://s0.wp.com/latex.php?latex=M%27&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M&#039;' title='M&#039;' class='latex' /> has an immersion into <img src='http://s0.wp.com/latex.php?latex=N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N' title='N' class='latex' />, this induces an immersion of <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> into <img src='http://s0.wp.com/latex.php?latex=N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N' title='N' class='latex' />. This amounst to saying <img src='http://s0.wp.com/latex.php?latex=Imm%28-%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(-,N)' title='Imm(-,N)' class='latex' /> is a contravariant functor:</p>
<p><img src='http://s0.wp.com/latex.php?latex=Imm%28-%2CN%29+%3A+%5Cmathcal%7BE%7D%5E%7Bop%7D+%5Crightarrow+%5BSpaces%5D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(-,N) : &#92;mathcal{E}^{op} &#92;rightarrow [Spaces]' title='Imm(-,N) : &#92;mathcal{E}^{op} &#92;rightarrow [Spaces]' class='latex' /></p>
<p>That makes <img src='http://s0.wp.com/latex.php?latex=Imm%28-%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(-,N)' title='Imm(-,N)' class='latex' /> a presheaf. What the Smale-Hirsch theorem tells us is that this presheaf is a homotopy sheaf &#8211; but to understand that, we need a few things first.</p>
<p>First, what&#8217;s a homotopy sheaf? Well, the condition for a sheaf says that if we have an open cover of <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, then</p>
<p>So to say how <img src='http://s0.wp.com/latex.php?latex=Imm%28-%2CN%29+%3A+%5Cmathcal%7BE%7D%5E%7Bop%7D+%5Crightarrow+%5BSpaces%5D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(-,N) : &#92;mathcal{E}^{op} &#92;rightarrow [Spaces]' title='Imm(-,N) : &#92;mathcal{E}^{op} &#92;rightarrow [Spaces]' class='latex' /> is a homotopy sheaf, we have to give <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BE%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{E}' title='&#92;mathcal{E}' class='latex' /> a topology, which means defining a &#8220;cover&#8221;, which we do in the obvious way &#8211; a cover is a collection of morphisms <img src='http://s0.wp.com/latex.php?latex=f_i+%3A+U_i+%5Crightarrow+M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f_i : U_i &#92;rightarrow M' title='f_i : U_i &#92;rightarrow M' class='latex' /> such that the union of all the images <img src='http://s0.wp.com/latex.php?latex=%5Ccup+f_i%28U_i%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;cup f_i(U_i)' title='&#92;cup f_i(U_i)' class='latex' /> is just <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />. The topology where this is the definition of a cover can be called <img src='http://s0.wp.com/latex.php?latex=J_1&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='J_1' title='J_1' class='latex' />, because it has the property that given any open cover and choice of 1 point in <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, that point will be in some <img src='http://s0.wp.com/latex.php?latex=U_i&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U_i' title='U_i' class='latex' /> of the cover.</p>
<p>This is part of a family of topologies, where <img src='http://s0.wp.com/latex.php?latex=J_k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='J_k' title='J_k' class='latex' /> only allows those covers with the property that given any choice of <img src='http://s0.wp.com/latex.php?latex=k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='k' title='k' class='latex' /> points in <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, some open set of the cover contains them all. These conditions, clearly, get increasingly restrictive, so we have a sequence of inclusions (a &#8220;filtration&#8221;):</p>
<p><img src='http://s0.wp.com/latex.php?latex=J_1+%5Cleftarrow+J_2+%5Cleftarrow+J_3+%5Cleftarrow+%5Cdots&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='J_1 &#92;leftarrow J_2 &#92;leftarrow J_3 &#92;leftarrow &#92;dots' title='J_1 &#92;leftarrow J_2 &#92;leftarrow J_3 &#92;leftarrow &#92;dots' class='latex' /></p>
<p>Now, with respect to any given one of these topologies <img src='http://s0.wp.com/latex.php?latex=J_k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='J_k' title='J_k' class='latex' />, we have the usual situation relating sheaves and presheaves.  Sheaves are defined relative to a given topology (i.e. a notion of cover).  A presheaf on <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BE%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{E}' title='&#92;mathcal{E}' class='latex' /> is just a contravariant functor from <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BE%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{E}' title='&#92;mathcal{E}' class='latex' /> (in this case valued in spaces); a sheaf is one which satisfies a descent condition (I&#8217;ve discussed this before, <a href="http://theoreticalatlas.wordpress.com/2010/04/20/stacks-descent/">for instance here</a>, when I was running the Stacks Seminar at UWO).  The point of a descent condition, for a given topology is that if we can take the values of a functor <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> &#8220;locally&#8221; &#8211; on the various objects of a cover for <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> &#8211; and &#8220;glue&#8221; them to find the value for <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> itself.  In particular, given a cover for <img src='http://s0.wp.com/latex.php?latex=M+%5Cin+%5Cmathcal%7BE%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M &#92;in &#92;mathcal{E}' title='M &#92;in &#92;mathcal{E}' class='latex' />, and a cover, there&#8217;s a diagram consisting of the inclusions of all the double-overlaps of sets in the cover into the original sets.  Then the descent condition for sheaves of spaces is that</p>
<p>The general fact is that there&#8217;s a reflective inclusion of sheaves into presheaves (see some discussion about reflective inclusions, also in an <a href="http://theoreticalatlas.wordpress.com/2011/05/18/benabou-spans-distributors/">earlier post</a>).  Any sheaf is a contravariant functor &#8211; this is the inclusion of <img src='http://s0.wp.com/latex.php?latex=Sh%28+%5Cmathcal%7BE%7D+%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Sh( &#92;mathcal{E} )' title='Sh( &#92;mathcal{E} )' class='latex' /> into $latex PSh( \mathcal{E} )$.  The reflection has a left adjoint, <a href="http://ncatlab.org/nlab/show/sheafification">sheafification</a>, which takes any presheaf in <img src='http://s0.wp.com/latex.php?latex=PSh%28+%5Cmathcal%7BE%7D+%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='PSh( &#92;mathcal{E} )' title='PSh( &#92;mathcal{E} )' class='latex' /> to a sheaf which is the &#8220;best approximation&#8221; to it.  It&#8217;s the fact this is an adjoint which makes the inclusion &#8220;reflective&#8221;, and provides the sense in which the sheafification is an approximation to the original functor.</p>
<p>The way sheafification works can be worked out from the fact that it&#8217;s an adjoint to the inclusion, but it also has a fairly concrete description.  Given any one of the topologies <img src='http://s0.wp.com/latex.php?latex=J_k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='J_k' title='J_k' class='latex' />,  we have a whole collection of special diagrams, such as:</p>
<p><img src='http://s0.wp.com/latex.php?latex=U_i+%5Cleftarrow+U_%7Bij%7D+%5Crightarrow+U_j&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U_i &#92;leftarrow U_{ij} &#92;rightarrow U_j' title='U_i &#92;leftarrow U_{ij} &#92;rightarrow U_j' class='latex' /></p>
<p>(using the usual notation where <img src='http://s0.wp.com/latex.php?latex=U_%7Bij%7D+%3D+U_i+%5Ccap+U_j&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U_{ij} = U_i &#92;cap U_j' title='U_{ij} = U_i &#92;cap U_j' class='latex' /> is the intersection of two sets in a cover, and the maps here are the inclusions of that intersection).  This and the various other diagrams involving these inclusions are special, given the topology <img src='http://s0.wp.com/latex.php?latex=J_k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='J_k' title='J_k' class='latex' />.  The descent condition for a sheaf <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> says that if we take the image of this diagram:</p>
<p><img src='http://s0.wp.com/latex.php?latex=F%28U_i%29+%5Crightarrow+F%28U_%7Bij%7D%29+%5Cleftarrow+F%28U_j%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F(U_i) &#92;rightarrow F(U_{ij}) &#92;leftarrow F(U_j)' title='F(U_i) &#92;rightarrow F(U_{ij}) &#92;leftarrow F(U_j)' class='latex' /></p>
<p>then we can &#8220;glue together&#8221; the objects <img src='http://s0.wp.com/latex.php?latex=F%28U_i%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F(U_i)' title='F(U_i)' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=F%28U_j%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F(U_j)' title='F(U_j)' class='latex' /> on the overlap to get one on the union.  That is, <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> is a sheaf if <img src='http://s0.wp.com/latex.php?latex=F%28U_i+%5Ccup+U_j%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F(U_i &#92;cup U_j)' title='F(U_i &#92;cup U_j)' class='latex' /> is a colimit of the diagram above (intuitively, by &#8220;gluing on the overlap&#8221;).  In a presheaf, it would come equipped with some maps into the <img src='http://s0.wp.com/latex.php?latex=F%28U_i%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F(U_i)' title='F(U_i)' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=F%28U_j%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F(U_j)' title='F(U_j)' class='latex' />: in a sheaf, this object and the maps satisfy some universal property.  Sheafification takes a presheaf <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> to a sheaf <img src='http://s0.wp.com/latex.php?latex=F%5E%7B%28k%29%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F^{(k)}' title='F^{(k)}' class='latex' /> which does this, essentially by taking all these colimits.  More accurately, since these sheaves are valued in spaces, what we really want are <em>homotopy sheaves</em>, where we can replace &#8220;colimit&#8221; with &#8220;homotopy colimit&#8221; in the above &#8211; which satisfies a universal property only up to homotopy, and which has a slightly weaker notion of &#8220;gluing&#8221;.   This (homotopy) sheaf is called <img src='http://s0.wp.com/latex.php?latex=F%5E%7B%28k%29%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F^{(k)}' title='F^{(k)}' class='latex' /> because it depends on the topology <img src='http://s0.wp.com/latex.php?latex=J_k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='J_k' title='J_k' class='latex' /> which we were using to get the class of special diagrams.</p>
<p>One way to think about <img src='http://s0.wp.com/latex.php?latex=F%5E%7B%28k%29%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F^{(k)}' title='F^{(k)}' class='latex' /> is that we take the restriction to manifolds which are made by pasting together at most <img src='http://s0.wp.com/latex.php?latex=k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='k' title='k' class='latex' /> open balls.  Then, knowing only this part of the functor <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' />, we extend it back to all manifolds by a Kan extension (this is the technical sense in which it&#8217;s a &#8220;best approximation&#8221;).</p>
<p>Now the point of all this is that we&#8217;re building a tower of functors that are &#8220;approximately&#8221; like <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' />, agreeing on ever-more-complicated manifolds, which in our motivating example is <img src='http://s0.wp.com/latex.php?latex=F+%3D+Imm%28-%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F = Imm(-,N)' title='F = Imm(-,N)' class='latex' />.  Whichever functor we use, we get a tower of functors connected by natural transformations:</p>
<p><img src='http://s0.wp.com/latex.php?latex=F%5E%7B%281%29%7D+%5Cleftarrow+F%5E%7B%282%29%7D+%5Cleftarrow+F%5E%7B%283%29%7D+%5Cleftarrow+%5Cdots&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F^{(1)} &#92;leftarrow F^{(2)} &#92;leftarrow F^{(3)} &#92;leftarrow &#92;dots' title='F^{(1)} &#92;leftarrow F^{(2)} &#92;leftarrow F^{(3)} &#92;leftarrow &#92;dots' class='latex' /></p>
<p>This happens because we had that chain of inclusions of the topologies <img src='http://s0.wp.com/latex.php?latex=J_k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='J_k' title='J_k' class='latex' />.  Now the idea is that if we start with a reasonably nice functor (like <img src='http://s0.wp.com/latex.php?latex=F+%3D+Imm%28-%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F = Imm(-,N)' title='F = Imm(-,N)' class='latex' /> for example), then <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> is just the limit of this diagram.  That is, it&#8217;s the universal thing <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> which has a map into each <img src='http://s0.wp.com/latex.php?latex=F%5E%7B%28k%29%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F^{(k)}' title='F^{(k)}' class='latex' /> commuting with all these connecting maps in the tower.  The tower of approximations &#8211; along with its limit (as a diagram in the category of functors) &#8211; is what Goodwillie called the &#8220;Taylor tower&#8221; for <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' />.  Then we say the functor <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> is analytic if it&#8217;s just (up to homotopy!) the limit of this tower.</p>
<p>By analogy, think of an inclusion of a vector space <img src='http://s0.wp.com/latex.php?latex=V&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='V' title='V' class='latex' /> with inner product into another such space <img src='http://s0.wp.com/latex.php?latex=W&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='W' title='W' class='latex' /> which has higher dimension.  Then there&#8217;s an orthogonal projection onto the smaller space, which is an adjoint (as a map of inner product spaces) to the inclusion &#8211; so these are like our reflective inclusions.  So the smaller space can &#8220;reflect&#8221; the bigger one, while not being able to capture anything in the orthogonal complement.  Now suppose we have a tower of inclusions <img src='http://s0.wp.com/latex.php?latex=V+%5Cleftarrow+V%27+%5Cleftarrow+V%27%27+%5Cdots&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='V &#92;leftarrow V&#039; &#92;leftarrow V&#039;&#039; &#92;dots' title='V &#92;leftarrow V&#039; &#92;leftarrow V&#039;&#039; &#92;dots' class='latex' />, where each space is of higher dimension, such that each of the <img src='http://s0.wp.com/latex.php?latex=V&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='V' title='V' class='latex' /> is included into <img src='http://s0.wp.com/latex.php?latex=W&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='W' title='W' class='latex' /> in a way that agrees with their maps to each other.  Then given a vector <img src='http://s0.wp.com/latex.php?latex=w+%5Cin+W&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='w &#92;in W' title='w &#92;in W' class='latex' />, we can take a sequence of approximations <img src='http://s0.wp.com/latex.php?latex=%28v%2Cv%27%2Cv%27%27%2C%5Cdots%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(v,v&#039;,v&#039;&#039;,&#92;dots)' title='(v,v&#039;,v&#039;&#039;,&#92;dots)' class='latex' /> in the <img src='http://s0.wp.com/latex.php?latex=V&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='V' title='V' class='latex' /> spaces.  If <img src='http://s0.wp.com/latex.php?latex=w&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='w' title='w' class='latex' /> was &#8220;nice&#8221; to begin with, this series of approximations will eventually at least converge to it &#8211; but it may be that our tower of <img src='http://s0.wp.com/latex.php?latex=V&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='V' title='V' class='latex' /> spaces doesn&#8217;t let us approximate every <img src='http://s0.wp.com/latex.php?latex=w&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='w' title='w' class='latex' /> in this way.</p>
<p>That&#8217;s precisely what one does in calculus with Taylor series: we have a big vector space <img src='http://s0.wp.com/latex.php?latex=W&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='W' title='W' class='latex' /> of smooth functions, and a tower of spaces we use to approximate.  These are polynomial functions of different degrees: first linear, then quadratic, and so forth.  The approximations to a function <img src='http://s0.wp.com/latex.php?latex=f&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f' title='f' class='latex' /> are orthogonal projections onto these smaller spaces.  The sequence of approximations, or rather its limit (as a sequence in the inner product space <img src='http://s0.wp.com/latex.php?latex=W&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='W' title='W' class='latex' />), is just what we mean by a &#8220;Taylor series for <img src='http://s0.wp.com/latex.php?latex=f&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f' title='f' class='latex' />&#8220;.  If <img src='http://s0.wp.com/latex.php?latex=f&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f' title='f' class='latex' /> is analytic in the first place, then this sequence will converge to it.</p>
<p>The same sort of phenomenon is happening with the Goodwillie calculus for functors: our tower of sheafifications of some functor <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> are just &#8220;projections&#8221; onto smaller categories (of sheaves) inside the category of all contravariant functors.  (Actually, &#8220;reflections&#8221;, via the reflective inclusions of the sheaf categories for each of the topologies <img src='http://s0.wp.com/latex.php?latex=J_k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='J_k' title='J_k' class='latex' />).  The Taylor Tower for this functor is just like the Taylor series approximating a function.  Indeed, this analogy is fairly close, since the topologies <img src='http://s0.wp.com/latex.php?latex=J_k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='J_k' title='J_k' class='latex' /> will give approximations of <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> which are in some sense based on <img src='http://s0.wp.com/latex.php?latex=k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='k' title='k' class='latex' /> points (so-called <img src='http://s0.wp.com/latex.php?latex=k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='k' title='k' class='latex' />-excisive functors, which in our terminology here are sheaves in these topologies).  Likewise, a degree-<img src='http://s0.wp.com/latex.php?latex=k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='k' title='k' class='latex' /> polynomial approximation approximates a smooth function, in general in a way that can be made to agree at <img src='http://s0.wp.com/latex.php?latex=k&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='k' title='k' class='latex' /> points.</p>
<p>Finally, I&#8217;ll point out that I mentioned that the Goodwillie calculus is actually more general than this, and applies not only to spaces but to spectra. The point is that the functor <img src='http://s0.wp.com/latex.php?latex=Imm%28-%2CN%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Imm(-,N)' title='Imm(-,N)' class='latex' /> defines a kind of generalized cohomology theory &#8211; the cohomology groups for <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> are the <img src='http://s0.wp.com/latex.php?latex=%5Cpi_i%28Imm%28M%2CN%29%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;pi_i(Imm(M,N))' title='&#92;pi_i(Imm(M,N))' class='latex' />. So the point is, functors satisfying the axioms of a generalized cohomology theory are represented by spectra, whereas <img src='http://s0.wp.com/latex.php?latex=N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N' title='N' class='latex' /> here is a special case that happens to be a space.</p>
<p>Lots of geometric problems can be thought of as classified by this sort of functor &#8211; if <img src='http://s0.wp.com/latex.php?latex=N+%3D+BG&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N = BG' title='N = BG' class='latex' />, the classifying space of a group, and we drop the requirement that the map be an immersion, then we&#8217;re looking at the functor that gives the moduli space of <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-connections on each <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />.  The point is that the Goodwillie calculus gives a sense in which we can understand such functors by simpler approximations to them.</p>
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		<title>Quasigroups (Loops), and Relativity</title>
		<link>http://theoreticalatlas.wordpress.com/2011/07/20/quasigroups-loops-and-relativity/</link>
		<comments>http://theoreticalatlas.wordpress.com/2011/07/20/quasigroups-loops-and-relativity/#comments</comments>
		<pubDate>Wed, 20 Jul 2011 13:27:56 +0000</pubDate>
		<dc:creator>Jeffrey Morton</dc:creator>
				<category><![CDATA[conferences]]></category>
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		<description><![CDATA[So apparently the &#8220;Integral&#8221; gamma-ray observatory has put some pretty strong limits on predictions of a &#8220;grain size&#8221; for spacetime, like in Loop Quantum Gravity, or other theories predicting similar violations of Lorentz invariants which would be detectable in higher- and lower-energy photons coming from distant sources.  (Original paper.)  I didn&#8217;t actually hear much about [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theoreticalatlas.wordpress.com&amp;blog=1777002&amp;post=1004&amp;subd=theoreticalatlas&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>So <a href="http://www.sciencedaily.com/releases/2011/06/110630111540.htm">apparently</a> the &#8220;Integral&#8221; gamma-ray observatory has put some pretty strong limits on predictions of a &#8220;grain size&#8221; for spacetime, like in Loop Quantum Gravity, or other theories predicting similar violations of Lorentz invariants which would be detectable in higher- and lower-energy photons coming from distant sources.  (Original <a href="http://prd.aps.org/pdf/PRD/v83/i12/e121301">paper</a>.)  I didn&#8217;t actually hear much about such predictions when I was the conference &#8220;<a href="http://www.conferences.itp.phys.ethz.ch/doku.php?id=qg11:start">Quantum Theory and Gravitation</a>&#8221; last month in Zurich, though partly that was because it was focused on bringing together people from a variety of different approaches , so the Loop QG and String Theory camps were smaller than at some other conferences on the same subject.  It was a pretty interesting conference, however (many of the slides and such material can be found <a href="http://www.conferences.itp.phys.ethz.ch/doku.php?id=qg11:programme">here</a>).  As one of the organizers, Jürg Fröhlich, observed in his concluding remarks, it gave grounds for optimism about physics, in that it was clear that we&#8217;re nowhere near understanding everything about the universe.  Which seems like a good attitude to have to the situation &#8211; and it informs good questions: he asked questions in many of the talks that went right to the heart of the most problematic things about each approach.</p>
<p>Often after attending a conference like that, I&#8217;d take the time to do a blog about all the talks &#8211; which I was tempted to do, but I&#8217;ve been busy with things I missed while I was away, and now it&#8217;s been quite a while.  I will probably come back at some point and think about the subject of <a href="http://ncatlab.org/nlab/show/conformal+net">conformal nets</a>, because there were some interesting talks by Andre Henriques at one workshop I was at, and another by Roberto Longo at this one, which together got me interested in this subject.  But that&#8217;s not what I&#8217;m going to write about this time.</p>
<p>This time, I want to talk about a different kind of topic.  Talking  in Zurich with various people &#8211; John Barrett, John Baez, Laurent Freidel, Derek Wise, and some others, on and off &#8211; we kept coming back to kept coming back to various seemingly strange algebraic structures.  One such structure is a &#8220;<a href="http://en.wikipedia.org/wiki/Loop_%28mathematics%29">loop</a>&#8220;, also known (maybe less confusingly) as a &#8220;quasigroup&#8221; (in fact, a loop is a quasigroup with a unit).  This was especially confusing, because we were talking about these gadgets in the context of gauge theory, where you might want to think about assigning an element of one as the holonomy around a LOOP in spacetime.  Limitations of the written medium being what they are, I&#8217;ll just avoid the problem and say &#8220;quasigroup&#8221; henceforth, although actually I tend to use &#8220;loop&#8221; when I&#8217;m speaking.</p>
<p>The axioms for a quasigroup look just like the axioms for a group, except that the axiom of associativity is missing.  That is, it&#8217;s a set with a &#8220;multiplication&#8221; operation, and each element <img src='http://s0.wp.com/latex.php?latex=x&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x' title='x' class='latex' /> has a left and a right inverse, called <img src='http://s0.wp.com/latex.php?latex=x%5E%7B%5Clambda%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x^{&#92;lambda}' title='x^{&#92;lambda}' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=x%5E%7B%5Crho%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x^{&#92;rho}' title='x^{&#92;rho}' class='latex' />.  (I&#8217;m also assuming the quasigroup is unital from here on in).  Of course, in a group (which is a special kind of quasigroup where associativity holds), you can use associativity to prove that <img src='http://s0.wp.com/latex.php?latex=x%5E%7B%5Clambda%7D+%3D+x%5E%7B%5Crho%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x^{&#92;lambda} = x^{&#92;rho}' title='x^{&#92;lambda} = x^{&#92;rho}' class='latex' />, but we don&#8217;t assume it&#8217;s true in a quasigroup.  Of course, you can consider the special case where it IS true: this is a &#8220;quasigroup with two-sided inverse&#8221;, which is a weaker assumption than associativity.</p>
<p>In fact, this is an example of a kind of question one often asks about quasigroups: what are some extra properties we can suppose which, if they hold for a quasigroup <img src='http://s0.wp.com/latex.php?latex=Q&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Q' title='Q' class='latex' />, make life easier?  Associativity is a strong condition to ask, and gives the special case of a group, which is a pretty well-understood area.  So mostly one looks for something weaker than associativity.  Probably the most well-known, among people who know about such things, is the <a href="http://en.wikipedia.org/wiki/Moufang_loop">Moufang axiom</a>, named after Ruth Moufang, who did a lot of the pioneering work studying quasigroups.</p>
<p>There are several equivalent ways to state the Moufang axiom, but a nice one is:</p>
<p><img src='http://s0.wp.com/latex.php?latex=y%28x%28yz%29%29+%3D+%28%28yx%29y%29z&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='y(x(yz)) = ((yx)y)z' title='y(x(yz)) = ((yx)y)z' class='latex' /></p>
<p>Which you could derive from the associative law if you had it, but which doesn&#8217;t imply associativity.   With associators, one can go from a fully-right-bracketed to a fully-left-bracketed product of four things: <img src='http://s0.wp.com/latex.php?latex=w%28x%28yz%29%29+%5Crightarrow+%28wx%29%28yz%29+%5Crightarrow+%28%28wx%29y%29z&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='w(x(yz)) &#92;rightarrow (wx)(yz) &#92;rightarrow ((wx)y)z' title='w(x(yz)) &#92;rightarrow (wx)(yz) &#92;rightarrow ((wx)y)z' class='latex' />.  There&#8217;s no associator here (a quasigroup is a set, not a category &#8211; though categorifying this stuff may be a nice thing to try), but the Moufang axiom says this is an equation when <img src='http://s0.wp.com/latex.php?latex=w%3Dy&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='w=y' title='w=y' class='latex' />.  One might think of the stronger condition that says it&#8217;s true for all <img src='http://s0.wp.com/latex.php?latex=%28w%2Cx%2Cy%2Cz%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(w,x,y,z)' title='(w,x,y,z)' class='latex' />, but the Moufang axiom turns out to be the more handy one.</p>
<p>One way this is so is found in the <a href="http://140.177.205.23/DivisionAlgebra.html">division algebras</a>.  A division algebra is a (say, real) vector space with a multiplication for which there&#8217;s an identity and a notion of division &#8211; that is, an inverse for nonzero elements.  We can generalize this enough that we allow different left and right inverses, but in any case, even if we relax this (and the assumption of associativity), it&#8217;s a well-known theorem that there are still only four finite dimensional ones.  Namely, they are <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}' title='&#92;mathbb{R}' class='latex' />, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{C}' title='&#92;mathbb{C}' class='latex' />, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BH%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{H}' title='&#92;mathbb{H}' class='latex' />, and <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BO%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{O}' title='&#92;mathbb{O}' class='latex' />: the real numbers, complex numbers, quaternions, and octonions, with real dimensions 1, 2, 4, and 8 respectively.</p>
<p>So the pattern goes like this.  The first two, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}' title='&#92;mathbb{R}' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{C}' title='&#92;mathbb{C}' class='latex' />, are commutative and associative.  The quaternions <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BH%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{H}' title='&#92;mathbb{H}' class='latex' /> are noncommutative, but still associative.  The octonions <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BO%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{O}' title='&#92;mathbb{O}' class='latex' /> are neither commutative nor associative.  They also don&#8217;t satisfy that stronger axiom <img src='http://s0.wp.com/latex.php?latex=w%28x%28yz%29%29+%3D+%28%28wx%29y%29z&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='w(x(yz)) = ((wx)y)z' title='w(x(yz)) = ((wx)y)z' class='latex' />.  However, the octonions do satisfy the Moufang axiom.  In each case, you can get a quasigroup by taking the nonzero elements &#8211; or, using the fact that there&#8217;s a norm around in the usual way of presenting these algebras, the elements of unit norm.  The unit quaternions, in fact, form a group &#8211; specifically, the group <img src='http://s0.wp.com/latex.php?latex=SU%282%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='SU(2)' title='SU(2)' class='latex' />.  The unit reals and complexes form abelian groups (respectively, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BZ%7D_2&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{Z}_2' title='&#92;mathbb{Z}_2' class='latex' />, and <img src='http://s0.wp.com/latex.php?latex=U%281%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U(1)' title='U(1)' class='latex' />).  These groups all have familiar names.  The quasigroup of unit octonions doesn&#8217;t have any other more familiar name.  If you believe in the fundamental importance of this sequence of four division algebras, though, it does suggest that a natural sequence in which to weaken axioms for &#8220;multiplication&#8221; goes: commutative-and-associative, associative, Moufang.</p>
<p>The Moufang axiom does imply some other commonly suggested weakenings of associativity, as well.  For instance, a quasigroup that satisfies the Moufang axiom must also be <em>alternative</em> (a restricted form of associativity when two copies of one element are next to each other: i.e. the left alternative law <img src='http://s0.wp.com/latex.php?latex=x%28xy%29+%3D+%28xx%29y&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x(xy) = (xx)y' title='x(xy) = (xx)y' class='latex' />, and right alternative law <img src='http://s0.wp.com/latex.php?latex=x%28yy%29+%3D+%28xy%29y&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x(yy) = (xy)y' title='x(yy) = (xy)y' class='latex' />).</p>
<p>Now, there are various ways one could go with this; the one I&#8217;ll pick is toward physics.  The first three entries in that sequence of four division algebras &#8211; and the corresponding groups &#8211; all show up all over the place in physics.  <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BZ%7D_2&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{Z}_2' title='&#92;mathbb{Z}_2' class='latex' /> is the simplest nontrivial group, so this could hardly fail to be true, but at any rate, it appears as, for instance, the symmetry group of the set of orientations on a manifold, or the grading in supersymmetry (hence plays a role distinguishing bosons and fermions), and so on.  <img src='http://s0.wp.com/latex.php?latex=U%281%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U(1)' title='U(1)' class='latex' /> is, among any number of other things, the group in which action functionals take their values in Lagrangian quantum mechanics; in the Hamiltonian setup, it&#8217;s the group of phases that characterizes how wave functions evolve in time.  Then there&#8217;s <img src='http://s0.wp.com/latex.php?latex=SU%282%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='SU(2)' title='SU(2)' class='latex' />, which is the (double cover of the) group of rotations of 3-space; as a consequence, its representation theory classifies the &#8220;spins&#8221;, or angular momenta, that a quantum particle can have.</p>
<p>What about the octonions &#8211; or indeed the quasigroup of unit octonions?  This is a little less clear, but I will mention this: John Baez has been interested in octonions for a long time, and in Zurich, gave a talk about what kind of role they might play in physics.  This is supposed to partially explain what&#8217;s going on with the &#8220;special dimensions&#8221; that appear in string theory &#8211; these occur where the dimension of a division algebra (and a Clifford algebra that&#8217;s associated to it) is the same as the codimension of a string worldsheet.  J.B.&#8217;s student, John Huerta, has also been interested in this stuff, and spoke about it here in Lisbon in February &#8211; it&#8217;s the subject of his <a href="http://arxiv.org/abs/1106.3385">thesis</a>, and a <a href="http://arxiv.org/abs/0909.0551">couple</a> of <a href="http://arxiv.org/abs/1003.3436">papers</a> they&#8217;ve written.  The role of the octonions here is not nearly so well understood as elsewhere, and of course whether this stuff is actually physics, or just some interesting math that resembles it, is open to experiment &#8211; unlike those other examples, which are definitely physics if anything is!</p>
<p>So at this point, the foregoing sets us up to wonder about two questions.  First: are there any quasigroups that are actually of some intrinsic interest which don&#8217;t satisfy the Moufang axiom?  (This might be the next step in that sequence of successively weaker axioms).  Second: are there quasigroups that appear in genuine, experimentally tested physics?  (Supposing you don&#8217;t happen to like the example from string theory).</p>
<p>Well, the answer is yes on both counts, with one common example &#8211; a non-Moufang quasigroup which is of interest precisely because it has a direct physical interpretation.  This example is the composition of velocities in Special Relativity, and was pointed out to me by Derek Wise as a nice physics-based example of nonassociativity.  That it&#8217;s also non-Moufang is also true, and not too surprising once you start trying to check it by a direct calculation: in each case, the reason is that the interpretation of composition is very non-symmetric.  So how does this work?</p>
<p>Well, if we take units where the speed of light is 1, then Special Relativity tells us that relative velocities of two observers are vectors in the interior of <img src='http://s0.wp.com/latex.php?latex=B_1%280%29+%5Csubset+%5Cmathbb%7BR%7D%5E3&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B_1(0) &#92;subset &#92;mathbb{R}^3' title='B_1(0) &#92;subset &#92;mathbb{R}^3' class='latex' />.  That is, they&#8217;re 3-vectors with length less than 1, since the magnitude of the relative velocity must be less than the speed of light.  In any elementary course on Relativity, you&#8217;d learn <a href="http://en.wikipedia.org/wiki/Special_relativity#Composition_of_velocities">how to compose</a> these velocities, using the &#8220;gamma factor&#8221; that describes such things as time-dilation.  This can be derived from first principles, nor is it too complicated, but in any case the end result is a new &#8220;addition&#8221; for vectors:</p>
<p><img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bv%7D+%5Coplus_E+%5Cmathbf%7Bu%7D+%3D+%5Cfrac%7B+%5Cmathbf%7Bv%7D+%2B+%5Cmathbf%7Bu%7D_%7B%5Cparallel%7D+%2B+%5Calpha_%7B%5Cmathbf%7Bv%7D%7D+%5Cmathbf%7Bu%7D_%7B%5Cperp%7D%7D%7B1+%2B+%5Cmathbf%7Bv%7D+%5Ccdot+%5Cmathbf%7Bu%7D%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{v} &#92;oplus_E &#92;mathbf{u} = &#92;frac{ &#92;mathbf{v} + &#92;mathbf{u}_{&#92;parallel} + &#92;alpha_{&#92;mathbf{v}} &#92;mathbf{u}_{&#92;perp}}{1 + &#92;mathbf{v} &#92;cdot &#92;mathbf{u}}' title='&#92;mathbf{v} &#92;oplus_E &#92;mathbf{u} = &#92;frac{ &#92;mathbf{v} + &#92;mathbf{u}_{&#92;parallel} + &#92;alpha_{&#92;mathbf{v}} &#92;mathbf{u}_{&#92;perp}}{1 + &#92;mathbf{v} &#92;cdot &#92;mathbf{u}}' class='latex' /></p>
<p>where <img src='http://s0.wp.com/latex.php?latex=%5Calpha_%7B%5Cmathbf%7Bv%7D%7D+%3D+%5Csqrt%7B1+-+%5Cmathbf%7Bv%7D+%5Ccdot+%5Cmathbf%7Bv%7D%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;alpha_{&#92;mathbf{v}} = &#92;sqrt{1 - &#92;mathbf{v} &#92;cdot &#92;mathbf{v}}' title='&#92;alpha_{&#92;mathbf{v}} = &#92;sqrt{1 - &#92;mathbf{v} &#92;cdot &#92;mathbf{v}}' class='latex' />  is the reciprocal of the aforementioned &#8220;gamma&#8221; factor.  The vectors <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bu%7D_%7B%5Cparallel%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{u}_{&#92;parallel}' title='&#92;mathbf{u}_{&#92;parallel}' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bu%7D_%7B%5Cperp%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{u}_{&#92;perp}' title='&#92;mathbf{u}_{&#92;perp}' class='latex' /> are the components of the vector <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bu%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{u}' title='&#92;mathbf{u}' class='latex' /> which are parallel to, and perpendicular to, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bv%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{v}' title='&#92;mathbf{v}' class='latex' />, respectively.</p>
<p>The way this is interpreted is: if <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bv%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{v}' title='&#92;mathbf{v}' class='latex' /> is the velocity of observer B as measured by observer A, and <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7Bu%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{u}' title='&#92;mathbb{u}' class='latex' /> is the velocity of observer C as measured by observer B, then <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bv%7D+%5Coplus_E+%5Cmathbf%7Bu%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{v} &#92;oplus_E &#92;mathbf{u}' title='&#92;mathbf{v} &#92;oplus_E &#92;mathbf{u}' class='latex' /> is the velocity of observer C as measured by observer A.</p>
<p>Clearly, there&#8217;s an asymmetry in how <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bv%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{v}' title='&#92;mathbf{v}' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bu%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{u}' title='&#92;mathbf{u}' class='latex' /> are treated: the first vector, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bv%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{v}' title='&#92;mathbf{v}' class='latex' />, is a velocity as seen by the same observer who sees the velocity in the final answer.  The second, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bu%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{u}' title='&#92;mathbf{u}' class='latex' />, is a velocity as seen by an observer who&#8217;s vanished by the time we have <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bv%7D+%5Coplus_e+%5Cmathbf%7Bu%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{v} &#92;oplus_e &#92;mathbf{u}' title='&#92;mathbf{v} &#92;oplus_e &#92;mathbf{u}' class='latex' /> in hand.  Just looking at the formular, you can see this is an asymmetric operation that distinguishes the left and right inputs.  So the fact (slightly onerous, but not conceptually hard, to check) that it&#8217;s noncommutative, and indeed nonassociative, and even non-Moufang, shouldn&#8217;t come as a big shock.</p>
<p>The fact that it makes <img src='http://s0.wp.com/latex.php?latex=B_1%280%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B_1(0)' title='B_1(0)' class='latex' /> into a quasigroup is a little less obvious, unless you&#8217;ve actually worked through the derivation &#8211; but from physical principles, <img src='http://s0.wp.com/latex.php?latex=B_1%280%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B_1(0)' title='B_1(0)' class='latex' /> is closed under this operation because the final relative velocity will again be less than the speed of light.  The fact that this has &#8220;division&#8221; (i.e. cancellation), is again obvious enough from physical principles: if we have <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bv%7D+%5Coplus+_E+%5Cmathbf%7Bu%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{v} &#92;oplus _E &#92;mathbf{u}' title='&#92;mathbf{v} &#92;oplus _E &#92;mathbf{u}' class='latex' />, the relative velocity of A and C, and we have one of <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bv%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{v}' title='&#92;mathbf{v}' class='latex' /> or <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7Bu%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbf{u}' title='&#92;mathbf{u}' class='latex' /> &#8211; the relative velocity of B to either A or C &#8211; then the relative velocity of B to the other one of these two must exist, and be findable using this formula.  That&#8217;s the &#8220;division&#8221; here.</p>
<p>So in fact this non-Moufang quasigroup, exotic-sounding algebraic terminology aside, is one that any undergraduate physics student will have learned about and calculated with.</p>
<p>One point that Derek was making in pointing this example out to me was as a comment on a surprising claim someone (I don&#8217;t know who) had made, that mathematical abstractions like &#8220;nonassociativity&#8221; don&#8217;t really appear in physics.  I find the above a pretty convincing case that this isn&#8217;t true.</p>
<p>In fact, physics is full of Lie algebras, and the Lie bracket is a nonassociative multiplication (except in trivial cases).  But I guess there is an argument against this: namely, people often think of a Lie algebra as living inside its universal enveloping algebra.  Then the Lie bracket is defined as <img src='http://s0.wp.com/latex.php?latex=%5Bx%2Cy%5D+%3D+xy+-+yx&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='[x,y] = xy - yx' title='[x,y] = xy - yx' class='latex' />, using the underlying (associative!) multiplication.  So maybe one can claim that nonassociativity doesn&#8217;t &#8220;really&#8221; appear in physics because you can treat it as a derived concept.</p>
<p>An even simpler example of this sort of phenomenon: the integers with subtraction (rather than addition) are nonassociative, in that <img src='http://s0.wp.com/latex.php?latex=x-%28y-z%29+%5Cneq+%28x-y%29-z&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x-(y-z) &#92;neq (x-y)-z' title='x-(y-z) &#92;neq (x-y)-z' class='latex' />.  But this only suggests that subtraction is the wrong operation to use: it was derived from addition, which of course is commutative and associative.</p>
<p>In which case, the addition of velocities in relativity is also a derived concept.  Because, of course, really in SR there are no 3-space &#8220;velocities&#8221;: there are tangent vectors in Minkowski space, which is a 4-dimensional space.  Adding these vectors in <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D%5E4&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}^4' title='&#92;mathbb{R}^4' class='latex' /> is again, of course, commutative and associative.  The concept of &#8220;relative velocity&#8221; of two observers travelling along given vectors is a derived concept which gets its strange properties by treating the two arguments asymmetrically, just like like &#8220;commutator&#8221; and &#8220;subtraction&#8221; do: you first use one vector to decide on a way of slicing Minkowski spacetime into space and time, and then use this to measure the velocity of the other.</p>
<p>Even the octonions, seemingly the obvious &#8220;true&#8221; example of nonassociativity, could be brushed aside by someone who really didn&#8217;t want to accept any example: they&#8217;re constructed from the quaternions by the <a href="http://en.wikipedia.org/wiki/Cayley%E2%80%93Dickson_construction">Cayley-Dickson construction</a>, so you can think of them as pairs of quaternions (or 4-tuples of complex numbers).  Then the nonassociative operation is built from associative ones, via that construction.</p>
<p>So are there any &#8220;real&#8221; examples of &#8220;true&#8221; nonassociativity (let alone non-Moufangness) that can&#8217;t simply be dismissed as not a fundamental operation by someone sufficiently determined?  Maybe, but none I know of right now.  It may be quite possible to consistently hold that anything nonassociative can&#8217;t possibly be fundamental (for that matter, elements of noncommutative groups can be represented by matrices of commuting real numbers).  Maybe it&#8217;s just my <a href="http://theoreticalatlas.wordpress.com/2011/04/13/explanation-fundamentals-an-agrippa-type-trilemma/">attitude to fundamentals</a>, but somehow this doesn&#8217;t move me much.  Even if there are no &#8220;fundamentals&#8221; examples, I think those given above suggest a different point: these derived operations have undeniable and genuine meaning &#8211; in some cases more immediate than the operations they&#8217;re derived from.  Whether or not subtraction, or the relative velocity measured by observers, or the bracket of (say) infinitesimal rotations, are &#8220;fundamental&#8221; ideas is less important than that they&#8217;re practical ones that come up all the time.</p>
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		<title>Dan Christensen on Diffeological Spaces and Homotopy Theory</title>
		<link>http://theoreticalatlas.wordpress.com/2011/06/10/dan-christensen-on-diffeological-spaces-and-homotopy-theory/</link>
		<comments>http://theoreticalatlas.wordpress.com/2011/06/10/dan-christensen-on-diffeological-spaces-and-homotopy-theory/#comments</comments>
		<pubDate>Fri, 10 Jun 2011 16:12:43 +0000</pubDate>
		<dc:creator>Jeffrey Morton</dc:creator>
				<category><![CDATA[category theory]]></category>
		<category><![CDATA[geometry]]></category>
		<category><![CDATA[homotopy theory]]></category>
		<category><![CDATA[sheaves]]></category>
		<category><![CDATA[smooth spaces]]></category>
		<category><![CDATA[talks]]></category>
		<category><![CDATA[toposes]]></category>

		<guid isPermaLink="false">http://theoreticalatlas.wordpress.com/?p=985</guid>
		<description><![CDATA[So Dan Christensen, who used to be my supervisor while I was a postdoc at the University of Western Ontario, came to Lisbon last week and gave a talk about a topic I remember hearing about while I was there.  This is the category of diffeological spaces as a setting for homotopy theory.  Just to [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theoreticalatlas.wordpress.com&amp;blog=1777002&amp;post=985&amp;subd=theoreticalatlas&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>So Dan Christensen, who used to be my supervisor while I was a postdoc at the University of Western Ontario, came to Lisbon last week and gave a talk about a topic I remember hearing about while I was there.  This is the category <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> of diffeological spaces as a setting for homotopy theory.  Just to make things scan more nicely, I&#8217;m going to say &#8220;smooth space&#8221; for &#8220;diffeological space&#8221; here, although this term is in fact ambiguous (see Andrew Stacey&#8217;s &#8220;<a href="http://arxiv.org/abs/0802.2225">Comparative Smootheology</a>&#8221; for lots of details about options).  There&#8217;s a lot of information about <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> in Patrick Iglesias-Zimmour&#8217;s <a href="http://math.huji.ac.il/~piz/Site/The%20Book/The%20Book.html">draft-of-a-book</a>.</p>
<p><strong>Motivation</strong></p>
<p>The point of the category <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' />, initially, is that it extends the category of manifolds while having some nicer properties.  Thus, while all manifolds are smooth spaces, there are others, which allow <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> to be closed under various operations.  These would include taking limits and colimits: for instance, any subset of a smooth space becomes a smooth space, and any quotient of a smooth space by an equivalence relation is a smooth space.  Then too, <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> has exponentials (that is, if <img src='http://s0.wp.com/latex.php?latex=A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A' title='A' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' /> are smooth spaces, so is <img src='http://s0.wp.com/latex.php?latex=A%5EB+%3D+Hom%28B%2CA%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A^B = Hom(B,A)' title='A^B = Hom(B,A)' class='latex' />).</p>
<p>So, for instance, this is a good context for constructing loop spaces: a manifold <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> is a smooth space, and so is its loop space <img src='http://s0.wp.com/latex.php?latex=LM+%3D+M%5E%7BS%5E1%7D+%3D+Hom%28S%5E1%2CM%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='LM = M^{S^1} = Hom(S^1,M)' title='LM = M^{S^1} = Hom(S^1,M)' class='latex' />, the space of all maps of the circle into <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />.  This becomes important for talking about things like higher cohomology, gerbes, etc.  When starting with the category of manifolds, doing this requires you to go off and define infinite dimensional manifolds before <img src='http://s0.wp.com/latex.php?latex=LM&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='LM' title='LM' class='latex' /> can even be defined.  Likewise, the irrational torus is hard to talk about as a manifold: you take a torus, thought of as <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D%5E2+%2F+%5Cmathbb%7BZ%7D%5E2&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}^2 / &#92;mathbb{Z}^2' title='&#92;mathbb{R}^2 / &#92;mathbb{Z}^2' class='latex' />.  Then take a direction in <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D%5E2&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}^2' title='&#92;mathbb{R}^2' class='latex' /> with irrational slope, and identify any two points which are translates of each other in <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D%5E2&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}^2' title='&#92;mathbb{R}^2' class='latex' /> along the direction of this line.  The orbit of any point is then dense in the torus, so this is a very nasty space, certainly not a manifold.  But it&#8217;s a perfectly good smooth space.</p>
<p>Well, these examples motivate the kinds of things these nice categorical properties allow us to do, but <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> wouldn&#8217;t deserve to be called a category of &#8220;smooth spaces&#8221; (Souriau&#8217;s original name for them) if they didn&#8217;t allow a notion of smooth maps, which is the basis for most of what we do with manifolds: smooth paths, derivatives of curves, vector fields, differential forms, smooth cohomology, smooth bundles, and the rest of the apparatus of differential geometry.  As with manifolds, this notion of smooth map ought to get along with the usual notion for <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D%5En&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}^n' title='&#92;mathbb{R}^n' class='latex' /> in some sense.</p>
<p><strong>Smooth Spaces</strong></p>
<p>Thus, a smooth (i.e. diffeological) space consists of:</p>
<ul>
<li>A set <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> (of &#8220;points&#8221;)</li>
<li>A set <img src='http://s0.wp.com/latex.php?latex=%5C%7B+f+%3A+U+%5Crightarrow+X+%5C%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;{ f : U &#92;rightarrow X &#92;}' title='&#92;{ f : U &#92;rightarrow X &#92;}' class='latex' /> (of &#8220;plots&#8221;) for every n and open <img src='http://s0.wp.com/latex.php?latex=U+%5Csubset+%5Cmathbb%7BR%7D%5En&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U &#92;subset &#92;mathbb{R}^n' title='U &#92;subset &#92;mathbb{R}^n' class='latex' /> such that:</li>
</ul>
<ol>
<li>All constant maps are plots</li>
<li>If <img src='http://s0.wp.com/latex.php?latex=f%3A+U+%5Crightarrow+X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f: U &#92;rightarrow X' title='f: U &#92;rightarrow X' class='latex' /> is a plot, and <img src='http://s0.wp.com/latex.php?latex=g+%3A+V+%5Crightarrow+U&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='g : V &#92;rightarrow U' title='g : V &#92;rightarrow U' class='latex' /> is a smooth map, <img src='http://s0.wp.com/latex.php?latex=f+%5Ccirc+g+%3A+V+%5Crightarrow+X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f &#92;circ g : V &#92;rightarrow X' title='f &#92;circ g : V &#92;rightarrow X' class='latex' /> is a plot</li>
<li>If <img src='http://s0.wp.com/latex.php?latex=%5C%7B+g_i+%3A+U_i+%5Crightarrow+U%5C%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;{ g_i : U_i &#92;rightarrow U&#92;}' title='&#92;{ g_i : U_i &#92;rightarrow U&#92;}' class='latex' /> is an open cover of <img src='http://s0.wp.com/latex.php?latex=U&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U' title='U' class='latex' />, and <img src='http://s0.wp.com/latex.php?latex=f+%3A+U+%5Crightarrow+X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f : U &#92;rightarrow X' title='f : U &#92;rightarrow X' class='latex' /> is a map, whose restrictions <img src='http://s0.wp.com/latex.php?latex=f+%5Ccirc+g_i+%3A+U_i+%5Crightarrow+X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f &#92;circ g_i : U_i &#92;rightarrow X' title='f &#92;circ g_i : U_i &#92;rightarrow X' class='latex' /> are all plots, so is <img src='http://s0.wp.com/latex.php?latex=f&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f' title='f' class='latex' /></li>
</ol>
<p>A smooth map between smooth spaces is one that gets along with all this structure (i.e. the composite with every plot is also a plot).</p>
<p>These conditions mean that smooth maps agree with the usual notion in <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D%5En&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}^n' title='&#92;mathbb{R}^n' class='latex' />, and we can glue together smooth spaces to produce new ones.  A manifold becomes a smooth space by taking all the usual smooth maps to be plots: it&#8217;s a full subcategory (we introduce new objects which aren&#8217;t manifolds, but no new morphisms between manifolds).  A choice of a set of plots for some space <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> is a &#8220;diffeology&#8221;: there can, of course, be many different diffeologies on a given space.</p>
<p>So, in particular, diffeologies can encode a little more than the charts of a manifold.  Just for one example, a diffeology can have &#8220;stop signs&#8221;, as Dan put it &#8211; points with the property that any smooth map from <img src='http://s0.wp.com/latex.php?latex=I%3D+%5B0%2C1%5D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='I= [0,1]' title='I= [0,1]' class='latex' /> which passes through them must stop at that point (have derivative zero &#8211; or higher derivatives, if you like).  Along the same lines, there&#8217;s a nonstandard diffeology on <img src='http://s0.wp.com/latex.php?latex=I&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='I' title='I' class='latex' /> itself with the property that any smooth map from this <img src='http://s0.wp.com/latex.php?latex=I&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='I' title='I' class='latex' /> into a manifold <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> must have all derivatives zero at the endpoints.  This is a better object for defining smooth fundamental groups: you can concatenate these paths at will and they&#8217;re guaranteed to be smooth.</p>
<p><strong>As a Quasitopos</strong></p>
<p>An <a href="http://arxiv.org/abs/0807.1704">important fact</a> about these smooth spaces is that they are <em>concrete sheaves</em> (i.e. sheaves with underlying sets) on the concrete site (i.e. a Grothendieck site where objects have underlying sets) whose objects are the <img src='http://s0.wp.com/latex.php?latex=U+%5Csubset+%5Cmathbb%7BR%7D%5En&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U &#92;subset &#92;mathbb{R}^n' title='U &#92;subset &#92;mathbb{R}^n' class='latex' />.  This implies many nice things about the category <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' />.  One is that it&#8217;s a <a href="http://ncatlab.org/nlab/show/quasitopos">quasitopos</a>.  This is almost the same as a topos (in particular, it has limits, colimits, etc. as described above), but where a topos has a &#8220;subobject classifier&#8221;, a quasitopos has a weak subobject classifier (which, perhaps confusingly, is &#8220;weak&#8221; because it only classifies the <em>strong subobjects</em>).</p>
<p>So remember that a subobject classifier is an object with a map <img src='http://s0.wp.com/latex.php?latex=t+%3A+1+%5Crightarrow+%5COmega&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='t : 1 &#92;rightarrow &#92;Omega' title='t : 1 &#92;rightarrow &#92;Omega' class='latex' /> from the terminal object, so that any monomorphism (subobject) <img src='http://s0.wp.com/latex.php?latex=A+%5Crightarrow+X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A &#92;rightarrow X' title='A &#92;rightarrow X' class='latex' /> is the pullback of <img src='http://s0.wp.com/latex.php?latex=t&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='t' title='t' class='latex' /> along some map <img src='http://s0.wp.com/latex.php?latex=X+%5Crightarrow+%5COmega&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X &#92;rightarrow &#92;Omega' title='X &#92;rightarrow &#92;Omega' class='latex' /> (the classifying map).  In the topos of sets, this is just the inclusion of a one-element set <img src='http://s0.wp.com/latex.php?latex=%5C%7B%5Cstar%5C%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;{&#92;star&#92;}' title='&#92;{&#92;star&#92;}' class='latex' /> into a two-element set <img src='http://s0.wp.com/latex.php?latex=%5C%7BT%2CF%5C%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;{T,F&#92;}' title='&#92;{T,F&#92;}' class='latex' />: the classifying map for a subset <img src='http://s0.wp.com/latex.php?latex=A+%5Csubset+X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A &#92;subset X' title='A &#92;subset X' class='latex' /> sends everything in <img src='http://s0.wp.com/latex.php?latex=A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A' title='A' class='latex' /> (i.e. in the image of the inclusion map) to <img src='http://s0.wp.com/latex.php?latex=T+%3D+Im%28t%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='T = Im(t)' title='T = Im(t)' class='latex' />, and everything else to <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' />.  (That is, it&#8217;s the characteristic function.)  So pulling back <img src='http://s0.wp.com/latex.php?latex=T&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='T' title='T' class='latex' /></p>
<p>Any topos has one of these &#8211; in particular the topos of sheaves on the diffeological site has one.  But <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> consists of the concrete sheaves, not all sheaves.  The subobject classifier of the topos won&#8217;t be concrete &#8211; but it does have a &#8220;concretification&#8221;, which turns out to be the weak subobject classifier.  The subobjects of a smooth space <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> which it classifies (i.e. for which there&#8217;s a classifying map as above) are exactly the subsets <img src='http://s0.wp.com/latex.php?latex=A+%5Csubset+X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A &#92;subset X' title='A &#92;subset X' class='latex' /> <em>equipped with the subspace diffeology</em>.  (Which is defined in the obvious way: the plots are the plots of <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> which land in <img src='http://s0.wp.com/latex.php?latex=A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A' title='A' class='latex' />).</p>
<p>We&#8217;ll come back to this quasitopos shortly.  The main point is that Dan and his graduate student, Enxin Wu, have been trying to define a different kind of structure on <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' />.  We know it&#8217;s good for doing differential geometry.  The hope is that it&#8217;s also good for doing homotopy theory.</p>
<p><strong>As a Model Category</strong></p>
<p>The basic idea here is pretty well supported: naively, one can do a lot of the things done in homotopy theory in <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' />: to start with, one can define the &#8220;smooth homotopy groups&#8221; <img src='http://s0.wp.com/latex.php?latex=%5Cpi_n%5Es%28X%3Bx_0%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;pi_n^s(X;x_0)' title='&#92;pi_n^s(X;x_0)' class='latex' /> of a pointed space.  It&#8217;s a theorem by Dan and Enxin that several possible ways of doing this are equivalent.  But, for example, Iglesias-Zimmour defines them inductively, so that <img src='http://s0.wp.com/latex.php?latex=%5Cpi_0%5Es%28X%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;pi_0^s(X)' title='&#92;pi_0^s(X)' class='latex' /> is the set of path-components of <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' />, and <img src='http://s0.wp.com/latex.php?latex=%5Cpi_k%5Es%28X%29+%3D+%5Cpi_%7Bk-1%7D%5Es%28LX%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;pi_k^s(X) = &#92;pi_{k-1}^s(LX)' title='&#92;pi_k^s(X) = &#92;pi_{k-1}^s(LX)' class='latex' /> is defined recursively using loop spaces, mentioned above.  The point is that this all works in <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> much as for topological spaces.</p>
<p>In particular, there are analogs for the <img src='http://s0.wp.com/latex.php?latex=%5Cpi_k%5Es&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;pi_k^s' title='&#92;pi_k^s' class='latex' /> for standard theorems like the <a href="http://en.wikipedia.org/wiki/Homotopy_group#Long_exact_sequence_of_a_fibration">long exact sequence of homotopy groups</a> for a bundle.  Of course, you have to define &#8220;bundle&#8221; in <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> &#8211; it&#8217;s a smooth surjective map <img src='http://s0.wp.com/latex.php?latex=X+%5Crightarrow+Y&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X &#92;rightarrow Y' title='X &#92;rightarrow Y' class='latex' />, but saying a diffeological bundle is &#8220;locally trivial&#8221; doesn&#8217;t mean &#8220;over open neighborhoods&#8221;, but &#8220;under pullback along any plot&#8221;.  (Either of these converts a bundle over a whole space into a bundle over part of <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D%5En&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}^n' title='&#92;mathbb{R}^n' class='latex' />, where things are easy to define).</p>
<p>Less naively, the kind of category where homotopy theory works is a <a href="http://ncatlab.org/nlab/show/model+category">model category</a> (<a href="http://ncatlab.org/joyalscatlab/show/Model+categories">see also here</a>).  So the project Dan and Enxin have been working on is to give <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> this sort of structure.  While there are technicalities behind those links, the essential point is that this means you have a closed category (i.e. with all limits and colimits, which <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> does), on which you&#8217;ve defined three classes of morphisms: fibrations, cofibrations, and weak equivalences.  These are supposed to abstract the properties of maps in the homotopy theory of topological spaces &#8211; in that case weak equivalences being maps that induce isomorphisms of homotopy groups, the other two being defined by having some lifting properties (i.e. you can lift a homotopy, such as a path, along a fibration).</p>
<p>So to abstract the situation in <img src='http://s0.wp.com/latex.php?latex=Top&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Top' title='Top' class='latex' />, these classes have to satisfy some axioms (including an abstract form of the lifting properties).  There are slightly different formulations, but for instance, the &#8220;2 of 3&#8243; axiom says that if two of <img src='http://s0.wp.com/latex.php?latex=f&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f' title='f' class='latex' />, latex $g$ and <img src='http://s0.wp.com/latex.php?latex=f+%5Ccirc+g&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f &#92;circ g' title='f &#92;circ g' class='latex' /> are weak equivalences, so is the third.  Or, again, there should be a factorization for any morphism into a fibration and an acyclic cofibration (i.e. one which is also a weak equivalence), and also vice versa (that is, moving the adjective &#8220;acyclic&#8221; to the fibration).  Defining some classes of maps isn&#8217;t hard, but it tends to be that proving they satisfy all the axioms IS hard.</p>
<p>Supposing you could do it, though, you have things like the homotopy category (where you formally allow all weak equivalences to have inverses), derived functors(which come from a situation where homotopy theory is &#8220;modelled&#8221; by categories of chain complexes), and various other fairly powerful tools.  Doing this in <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> would make it possible to use these things in a setting that supports <em>differential</em> geometry.  In particular, you&#8217;d have a lot of high-powered machinery that you could apply to prove things about manifolds, even though it doesn&#8217;t work in the category <img src='http://s0.wp.com/latex.php?latex=Man&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Man' title='Man' class='latex' /> itself &#8211; only in the larger setting <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' />.</p>
<p>Dan and Enxin are still working on nailing down some of the proofs, but it appears to be working.  Their strategy is based on the principle that, for purposes of homotopy, topological spaces act like simplicial complexes.  So they define an affine &#8220;simplex&#8221;, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BA%7D%5En+%3D+%5C%7B+%28x_0%2C+x_1%2C+%5Cdots%2C+x_n%29+%5Cin+%5Cmathbb%7BR%7D%5E%7Bn%2B1%7D+%7C+%5Csum+x_i+%3D+1+%5C%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{A}^n = &#92;{ (x_0, x_1, &#92;dots, x_n) &#92;in &#92;mathbb{R}^{n+1} | &#92;sum x_i = 1 &#92;}' title='&#92;mathbb{A}^n = &#92;{ (x_0, x_1, &#92;dots, x_n) &#92;in &#92;mathbb{R}^{n+1} | &#92;sum x_i = 1 &#92;}' class='latex' />.  These aren&#8217;t literally simplexes: they&#8217;re affine planes, which we understand as smooth spaces &#8211; with the subspace diffeology from <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D%5E%7Bn%2B1%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}^{n+1}' title='&#92;mathbb{R}^{n+1}' class='latex' />.  But they behave like simplexes: there are face and degeneracy maps for them, and the like.  They form a &#8220;cosimplicial object&#8221;, which we can think of as a functor <img src='http://s0.wp.com/latex.php?latex=%5CDelta+%5Crightarrow+Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Delta &#92;rightarrow Diff' title='&#92;Delta &#92;rightarrow Diff' class='latex' />, where <img src='http://s0.wp.com/latex.php?latex=%5CDelta&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Delta' title='&#92;Delta' class='latex' /> is the <a href="http://ncatlab.org/nlab/show/simplex+category">simplex category</a>).</p>
<p>Then the point is one can look at, for a smooth space <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' />, the smooth singular simplicial set <img src='http://s0.wp.com/latex.php?latex=S%28X%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S(X)' title='S(X)' class='latex' />: it&#8217;s a simplicial set where the sets are sets of smooth maps from the affine simplex into <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' />.  Likewise, for a simplicial set <img src='http://s0.wp.com/latex.php?latex=S&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S' title='S' class='latex' />, there&#8217;s a smooth space, the &#8220;geometric realization&#8221; <img src='http://s0.wp.com/latex.php?latex=%7CS%7C&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='|S|' title='|S|' class='latex' />.  These give two functors <img src='http://s0.wp.com/latex.php?latex=%7C%5Ccdot+%7C&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='|&#92;cdot |' title='|&#92;cdot |' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=S&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S' title='S' class='latex' />, which are adjoints (<img src='http://s0.wp.com/latex.php?latex=%7C+%5Ccdot+%7C&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='| &#92;cdot |' title='| &#92;cdot |' class='latex' /> is the left adjoint).  And then, weak equivalences and fibrations being defined in simplicial sets (w.e. are homotopy equivalences of the realization in <img src='http://s0.wp.com/latex.php?latex=Top&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Top' title='Top' class='latex' />, and fibrations are &#8220;Kan fibrations&#8221;), you can just pull the definition back to <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' />: a smooth map is a w.e. if its image under <img src='http://s0.wp.com/latex.php?latex=S&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S' title='S' class='latex' /> is one.  The cofibrations get indirectly defined via the lifting properties they need to have relative to the other two classes.</p>
<p>So it&#8217;s still not completely settled that this definition actually gives a model category structure, but it&#8217;s pretty close.  Certainly, some things are known.  For instance, Enxin Wu showed that if you have a fibrant object <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> (i.e. one where the unique map to the terminal object is a fibration &#8211; these are generally the &#8220;good&#8221; objects to define homotopy groups on), then the smooth homotopy groups agree with the simplicial ones for <img src='http://s0.wp.com/latex.php?latex=S%28X%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S(X)' title='S(X)' class='latex' />.  This implies that for these objects, the weak equivalences are exactly the smooth maps that give isomorphisms for homotopy groups.  And so forth.  But notice that even some fairly nice objects aren&#8217;t fibrant: two lines glued together at a point isn&#8217;t, for instance.</p>
<p>There are various further results.  One, a consquences of a result Enxin proved, is that all manifolds are fibrant objects, where these nice properties apply.  It&#8217;s interesting that this comes from the fact that, in <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' />, every (connected) manifold is a <a href="http://en.wikipedia.org/wiki/Homogeneous_space">homogeneous space</a>.  These are quotients of smooth groups, <img src='http://s0.wp.com/latex.php?latex=G%2FH&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G/H' title='G/H' class='latex' /> &#8211; the space is a space of cosets, and <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' /> is understood to be the stabilizer of the point.  Usually one thinks of homogenous spaces as fairly rigid things: the Euclidean plane, say, where <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> is the whole Euclidean group, and <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' /> the rotations; or a sphere, where <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> is all n-dimensional rotations, and <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' /> the ones that fix some point on the sphere.  (Actually, this gives a projective plane, since opposite points on the sphere get identified.  But you get the idea).  But that&#8217;s for Lie groups.  The point is that <img src='http://s0.wp.com/latex.php?latex=G+%3D+Diff%28M%2CM%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G = Diff(M,M)' title='G = Diff(M,M)' class='latex' />, the space of diffeomorphisms from <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> to itself, is a perfectly good smooth group.  Then the subgroup <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' /> of diffeomorphisms that fix any point is a fine smooth subgroup, and <img src='http://s0.wp.com/latex.php?latex=G%2FH&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G/H' title='G/H' class='latex' /> is a homogeneous space in <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' />.  But that&#8217;s just <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, with <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> acting transitively on it &#8211; any point can be taken anywhere on <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />.</p>
<p><strong>Cohesive Infinity-Toposes</strong></p>
<p>One further thing I&#8217;d mention here is related to a related but more abstract approach to the question of how to incorporate homotopy-theoretic tools with a setting that supports differential geometry.  This is the notion of a <a href="http://ncatlab.org/nlab/show/cohesive+topos">cohesive topos</a>, and more generally of a <a href="http://ncatlab.org/nlab/show/cohesive+%28infinity,1%29-topos">cohesive infinity-topos</a>.  Urs Schreiber has <a href="http://nlab.mathforge.org/schreiber/show/differential+cohomology+in+a+cohesive+topos">advocated</a> for this approach, for instance.  It doesn&#8217;t really conflict with the kind of thing Dan was talking about, but it gives a setting for it with lot of abstract machinery.  I won&#8217;t try to explain the details (which anyway I&#8217;m not familiar with), but just enough to suggest how the two seem to me to fit together, after discussing it a bit with Dan.</p>
<p>The idea of a cohesive topos seems to start with Bill Lawvere, and it&#8217;s supposed to characterize something about those categories which are really &#8220;categories of spaces&#8221; the way <img src='http://s0.wp.com/latex.php?latex=Top&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Top' title='Top' class='latex' /> is.  Intuitively, spaces consist of &#8220;points&#8221;, which are held together in lumps we could call &#8220;pieces&#8221;.  Hence &#8220;cohesion&#8221;: the points of a typical space cohere together, rather than being a dust of separate elements.  When that happens, in a discrete space, we just say that each piece happens to have just one point in it &#8211; but a priori we distinguish the two ideas.  So we might normally say that <img src='http://s0.wp.com/latex.php?latex=Top&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Top' title='Top' class='latex' /> has an &#8220;underlying set&#8221; functor <img src='http://s0.wp.com/latex.php?latex=U+%3A+Top+%5Crightarrow+Set&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U : Top &#92;rightarrow Set' title='U : Top &#92;rightarrow Set' class='latex' />, and its left adjoint, the &#8220;discrete space&#8221; functor <img src='http://s0.wp.com/latex.php?latex=Disc%3A+Set+%5Crightarrow+Top&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Disc: Set &#92;rightarrow Top' title='Disc: Set &#92;rightarrow Top' class='latex' /> (left adjoint since set maps from <img src='http://s0.wp.com/latex.php?latex=S&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S' title='S' class='latex' /> are the same as continuous maps from <img src='http://s0.wp.com/latex.php?latex=Disc%28S%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Disc(S)' title='Disc(S)' class='latex' /> &#8211; it&#8217;s easy for maps out of <img src='http://s0.wp.com/latex.php?latex=Disc%28S%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Disc(S)' title='Disc(S)' class='latex' /> to be continuous, since every subset is open).</p>
<p>In fact, any topos of sheaves on some site has a pair of functors like this (where <img src='http://s0.wp.com/latex.php?latex=U&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U' title='U' class='latex' /> becomes <img src='http://s0.wp.com/latex.php?latex=%5CGamma&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Gamma' title='&#92;Gamma' class='latex' />, the &#8220;set of global sections&#8221; functor), essentially because <img src='http://s0.wp.com/latex.php?latex=Set&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Set' title='Set' class='latex' /> is the topos of sheaves on a single point, and there&#8217;s a terminal map from any site into the point.  So this adjoint pair is the &#8220;terminal geometric morphism&#8221; into <img src='http://s0.wp.com/latex.php?latex=Set&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Set' title='Set' class='latex' />.</p>
<p>But this omits there are a couple of other things that apply to <img src='http://s0.wp.com/latex.php?latex=Top&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Top' title='Top' class='latex' />: <img src='http://s0.wp.com/latex.php?latex=U&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U' title='U' class='latex' /> has a right adjoint, <img src='http://s0.wp.com/latex.php?latex=Codisc%3A+Set+%5Crightarrow+Top&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Codisc: Set &#92;rightarrow Top' title='Codisc: Set &#92;rightarrow Top' class='latex' />, where <img src='http://s0.wp.com/latex.php?latex=Codisc%28S%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Codisc(S)' title='Codisc(S)' class='latex' /> has only <img src='http://s0.wp.com/latex.php?latex=S&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S' title='S' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=%5Cemptyset&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;emptyset' title='&#92;emptyset' class='latex' /> as its open sets.  In <img src='http://s0.wp.com/latex.php?latex=Codisc%28S%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Codisc(S)' title='Codisc(S)' class='latex' />, all the points are &#8220;stuck together&#8221; in one piece.  On the other hand, <img src='http://s0.wp.com/latex.php?latex=Disc&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Disc' title='Disc' class='latex' /> itself has a left adjoint, <img src='http://s0.wp.com/latex.php?latex=%5CPi_0%3A+Top+%5Crightarrow+Set&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Pi_0: Top &#92;rightarrow Set' title='&#92;Pi_0: Top &#92;rightarrow Set' class='latex' />, which gives the set of connected components of a space.  <img src='http://s0.wp.com/latex.php?latex=%5CPi_0%28X%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Pi_0(X)' title='&#92;Pi_0(X)' class='latex' /> is another kind of &#8220;underlying set&#8221; of a space.  So we call a topos <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BE%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{E}' title='&#92;mathcal{E}' class='latex' /> &#8220;cohesive&#8221; when the terminal geometric morphism extends to a chain of four adjoint functors in just this way, which satisfy a few properties that characterize what&#8217;s happening here.  (We can talk about &#8220;cohesive sites&#8221;, where this happens.)</p>
<p>Now <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> isn&#8217;t exactly a category of sheaves on a site: it&#8217;s the category of <em>concrete</em> sheaves on a (concrete) site.  There is a cohesive topos of all sheaves on the diffeological site.  (What&#8217;s more, it&#8217;s known to have a model category structure).  But now, it&#8217;s a fact that any cohesive topos <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BE%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{E}' title='&#92;mathcal{E}' class='latex' /> has a subcategory of concrete objects (ones where the canonical unit map <img src='http://s0.wp.com/latex.php?latex=X+%5Crightarrow+Codisc%28%5CGamma%28X%29%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X &#92;rightarrow Codisc(&#92;Gamma(X))' title='X &#92;rightarrow Codisc(&#92;Gamma(X))' class='latex' /> is mono: roughly, we can characterize the morphisms of <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> by what they do to its points).  This category is always a quasitopos (and it&#8217;s a reflective subcategory of <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BE%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{E}' title='&#92;mathcal{E}' class='latex' />: see the previous post for some comments about reflective subcategories if interested&#8230;)  This is where <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> fits in here.  Diffeologies define a &#8220;cohesion&#8221; just as topologies do: points are in the same &#8220;piece&#8221; if there&#8217;s some plot from a connected part of <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D%5En&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}^n' title='&#92;mathbb{R}^n' class='latex' /> that lands on both.  Why is <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> only a quasitopos?  Because in general, the subobject classifier in <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BE%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{E}' title='&#92;mathcal{E}' class='latex' /> isn&#8217;t concrete &#8211; but it will have a &#8220;concretification&#8221;, which is the weak subobject classifier I mentioned above.</p>
<p>Where the &#8220;infinity&#8221; part of &#8220;infinity-topos&#8221; comes in is the connection to homotopy theory.  Here, we replace the topos <img src='http://s0.wp.com/latex.php?latex=Sets&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Sets' title='Sets' class='latex' /> with the infinity-topos of infinity-groupoids.  Then the &#8220;underlying&#8221; functor captures not just the set of points of a space <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' />, but its whole fundamental infinity-groupoid.  Its objects are points of <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' />, its morphisms are paths, 2-morphisms are homotopies of paths, and so on.  All the homotopy groups of <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> live here.  So a cohesive inifinity-topos is defined much like above, but with <img src='http://s0.wp.com/latex.php?latex=%5Cinfty-Gpd&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;infty-Gpd' title='&#92;infty-Gpd' class='latex' /> playing the role of <img src='http://s0.wp.com/latex.php?latex=Set&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Set' title='Set' class='latex' />, and with that <img src='http://s0.wp.com/latex.php?latex=%5CPi_0&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Pi_0' title='&#92;Pi_0' class='latex' /> functor replaced by <img src='http://s0.wp.com/latex.php?latex=%5CPi&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Pi' title='&#92;Pi' class='latex' />, something which, implicitly, gives all the homotopy groups of <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' />.  We might look for cohesive infinity-toposes to be given by the (infinity)-categories of simplicial sheaves on cohesive sites.</p>
<p>This raises a point Dan made in his talk over the diffeological site <img src='http://s0.wp.com/latex.php?latex=D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='D' title='D' class='latex' />, we can talk about a cube of different structures that live over it, starting with presheaves: <img src='http://s0.wp.com/latex.php?latex=PSh%28D%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='PSh(D)' title='PSh(D)' class='latex' />.  We can add different modifiers to this: the sheaf condition; the adjective &#8220;concrete&#8221;; the adjective &#8220;simplicial&#8221;.  Various combinations of these adjectives (e.g. <a href="http://nlab.mathforge.org/nlab/show/model+structure+on+simplicial+presheaves">simplicial presheaves</a>) are known to have a model structure.  <img src='http://s0.wp.com/latex.php?latex=Diff&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Diff' title='Diff' class='latex' /> is the case where we have <em>concrete sheaves</em> on <img src='http://s0.wp.com/latex.php?latex=D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='D' title='D' class='latex' />.  So far, it hasn&#8217;t been proved, but it looks like it shortly will be, that this has a model structure.  This is a particularly nice one, because these things really do seem a lot like spaces: they&#8217;re just sets with some easy-to-define and well-behaved (that&#8217;s what the sheaf condition does) structure on them, and they include all the examples a differential geometer requires, the manifolds.</p>
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		<title>Benabou on Spans and Profunctors/Distributors</title>
		<link>http://theoreticalatlas.wordpress.com/2011/05/18/benabou-spans-distributors/</link>
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		<pubDate>Wed, 18 May 2011 13:43:09 +0000</pubDate>
		<dc:creator>Jeffrey Morton</dc:creator>
				<category><![CDATA[category theory]]></category>
		<category><![CDATA[spans]]></category>
		<category><![CDATA[talks]]></category>

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		<description><![CDATA[So I recently got back from a trip to the UK &#8211; most of the time was spent in Cardiff, at a workshop on TQFT and categorification at the University of Cardiff.  There were two days of talks, which had a fair amount of overlap with our workshop in Lisbon, so, being a little worn [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theoreticalatlas.wordpress.com&amp;blog=1777002&amp;post=966&amp;subd=theoreticalatlas&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>So I recently got back from a trip to the UK &#8211; most of the time was spent in Cardiff, at a <a href="http://www.cf.ac.uk/maths/subsites/opalg/eu-ncg/wimcs-tp.html">workshop</a> on TQFT and categorification at the University of Cardiff.  There were two days of talks, which had a fair amount of overlap with our workshop in Lisbon, so, being a little worn out on the topic, I&#8217;ll refrain from summarizing them all, except to mention a really nice one by Jeff Giansiracusa (who hadn&#8217;t been in Lisbon) which related (open/closed) TQFT&#8217;s and cohomology theories via a discussion of how categories of cobordisms with various kinds of structure correspond to various sorts of operads.  For example, the &#8220;little disks&#8221; operad, which describes the structure of how to compose disks with little holes, by pasting new disks into the holes of the old ones, corresponds to the usual cobordism category.</p>
<p>This workshop was part of a semester-long program they&#8217;ve been having, sponsored by an EU network on noncommutative geometry.  After the workshop was done, Tim Porter and I stayed on for the rest of the week to give some informal seminars and talk to the various grad students who were visiting at the time.  The seminars started off being directed by questions, but ended up talking about TQFT&#8217;s and their relations to various kinds of algebras and higher categorical structures, via classifying spaces.  We also had some interesting discussions outside these, for example with Jennifer Maier, who&#8217;s been working with Thomas Nicklaus on <a href="http://arxiv.org/abs/1103.2963">equivariant Dijkgraaf-Witten theory</a>; with <a href="http://www.math.ucsb.edu/%7Ekgracekennedy/">Grace Kennedy</a>, about <a href="http://math.berkeley.edu/%7Evfr/planar.pdf">planar algebras</a> and their <a href="http://www.imsc.res.in/%7Esunder/canq.pdf">relationships</a> to <a href="http://sbseminar.wordpress.com/2008/12/05/tqfts-via-planar-algebras/">TQFT</a>&#8216;s. I&#8217;d also like to give some credit to Makoto Yamashita, who&#8217;s interested in noncommutative geometry (<a href="http://arxiv.org/abs/1006.4420">viz</a>) and pointed out to me a <a href="http://www.alainconnes.org/docs/ThNonComm.ps">paper of Alain Connes</a> which gives an account of integration on groupoids, and what corresponds to measures in that setting, which thankfully agrees with what little of it I&#8217;d been able to work out on my own.</p>
<hr />
<p>However, what I&#8217;d like to take the time to write up was from the earlier part of my trip, where I visited with Jamie Vicary at Oxford. While I was there, I gave a little lunch seminar about the bicategory <img src='http://s0.wp.com/latex.php?latex=Span%28Gpd%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Span(Gpd)' title='Span(Gpd)' class='latex' /> (actually a tricategory), and some of the physics- and TQFT-related uses for it. That turned out to be very apropos, because they also had another visitor at the same time, namely Jean Benabou, the fellow who invented bicategories, and introduced the idea of bicategories of <a href="http://ncatlab.org/nlab/show/span">spans</a> as one of the first examples.  He gave a talk while I was there which was about the relationship between spans and what he calls &#8220;distributors&#8221; (which are often called &#8220;<a href="http://ncatlab.org/nlab/show/profunctor">profunctors</a>&#8220;, but since he was anyway the one who introduced them and gave them that name in the first place, and since he has since decided that &#8220;profunctors&#8221; should refer to only a special class of these entities, I&#8217;ll follow his terminology).</p>
<p>(Edit: Thanks to Thomas Streicher for passing on a reference to <a href="http://www.mathematik.tu-darmstadt.de/~streicher/FIBR/DiWo.pdf">lecture notes</a> he prepared from lecture by Benabou on the same general topic.)</p>
<p>The question to answer is: <strong>what is the relation between spans of categories and distributors?</strong></p>
<p>This is related to a slightly lower-grade question about the relationship between spans of sets, and relations, although the answer turns out to be more complicated.  So, remember that a span from a set <img src='http://s0.wp.com/latex.php?latex=A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A' title='A' class='latex' /> to a set <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' /> is just a diagram like this: <img src='http://s0.wp.com/latex.php?latex=A+%5Cleftarrow+X+%5Crightarrow+B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A &#92;leftarrow X &#92;rightarrow B' title='A &#92;leftarrow X &#92;rightarrow B' class='latex' />.  They can be composed together &#8211; so that given a span from <img src='http://s0.wp.com/latex.php?latex=A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A' title='A' class='latex' /> to <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' />, and from <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' /> to <img src='http://s0.wp.com/latex.php?latex=C&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='C' title='C' class='latex' />, we can take fibre products over <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' /> and get a span from <img src='http://s0.wp.com/latex.php?latex=A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A' title='A' class='latex' /> to <img src='http://s0.wp.com/latex.php?latex=C&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='C' title='C' class='latex' />, consisting of pairs of elements from the <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> sets which map down to the same <img src='http://s0.wp.com/latex.php?latex=b+%5Cin+B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='b &#92;in B' title='b &#92;in B' class='latex' />.  We can do the same thing in any category with pullbacks, not just <img src='http://s0.wp.com/latex.php?latex=%7BSets%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='{Sets}' title='{Sets}' class='latex' />.</p>
<p>A span <img src='http://s0.wp.com/latex.php?latex=A+%5Cleftarrow+S+%5Crightarrow+B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A &#92;leftarrow S &#92;rightarrow B' title='A &#92;leftarrow S &#92;rightarrow B' class='latex' /> is a <em>relation</em> if the pair of arrows is &#8220;jointly monic&#8221;, which is to say that as a map <img src='http://s0.wp.com/latex.php?latex=S+%5Crightarrow+A+%5Ctimes+B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S &#92;rightarrow A &#92;times B' title='S &#92;rightarrow A &#92;times B' class='latex' />, it is a monomorphism &#8211; which, since we&#8217;re talking about sets, essentially means &#8220;a subset&#8221;.  That is, up to isomorphism of spans, <img src='http://s0.wp.com/latex.php?latex=S&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S' title='S' class='latex' /> just picks out a bunch of pairs <img src='http://s0.wp.com/latex.php?latex=%28a%2Cb%29+%5Cin+A+%5Ctimes+B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(a,b) &#92;in A &#92;times B' title='(a,b) &#92;in A &#92;times B' class='latex' />, which are the &#8220;related&#8221; pairs in this relation.  So there is an inclusion <img src='http://s0.wp.com/latex.php?latex=%7BRel%7D+%5Chookrightarrow+Span%28%7BSets%7D%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='{Rel} &#92;hookrightarrow Span({Sets})' title='{Rel} &#92;hookrightarrow Span({Sets})' class='latex' />.  What&#8217;s more  the inclusion has a left adjoin, which turns a span into a corresponding relation.  It follows from the fact that <img src='http://s0.wp.com/latex.php?latex=Sets&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Sets' title='Sets' class='latex' /> has an &#8220;epi-mono factorization&#8221;: namely, the map <img src='http://s0.wp.com/latex.php?latex=f%3A+S+%5Crightarrow+A+%5Ctimes+B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='f: S &#92;rightarrow A &#92;times B' title='f: S &#92;rightarrow A &#92;times B' class='latex' /> that comes from the span (and the definition of product) will factor through the image.  That is, it is the composite <img src='http://s0.wp.com/latex.php?latex=S+%5Crightarrow+Im%28f%29+%5Crightarrow+A+%5Ctimes+B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S &#92;rightarrow Im(f) &#92;rightarrow A &#92;times B' title='S &#92;rightarrow Im(f) &#92;rightarrow A &#92;times B' class='latex' />, where the first part is surjective, and the second part is injective.  Then the inclusion <img src='http://s0.wp.com/latex.php?latex=r%28f%29+%3A+Im%28f%29+%5Chookrightarrow+A+%5Ctimes+B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='r(f) : Im(f) &#92;hookrightarrow A &#92;times B' title='r(f) : Im(f) &#92;hookrightarrow A &#92;times B' class='latex' /> is a relation.  So we say the inclusion of <img src='http://s0.wp.com/latex.php?latex=Rel&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rel' title='Rel' class='latex' /> into <img src='http://s0.wp.com/latex.php?latex=Span%28Set%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Span(Set)' title='Span(Set)' class='latex' /> is a <em>reflection</em>.  (This is a slightly misleading term: there&#8217;s an adjoint to the inclusion, but it&#8217;s not an adjoint equivalence.  &#8220;Reflecting&#8221; twice may not get you back where you started, or anywhere isomorphic to it.)</p>
<p>(Edit: Actually, this is a bit wrong.  See the comments below.  What&#8217;s true is that the hom-categories of <img src='http://s0.wp.com/latex.php?latex=Rel&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rel' title='Rel' class='latex' /> have reflective inclusions into the hom-categories of <img src='http://s0.wp.com/latex.php?latex=Span%28Set%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Span(Set)' title='Span(Set)' class='latex' />.  Here, we think of <img src='http://s0.wp.com/latex.php?latex=Rel&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rel' title='Rel' class='latex' /> as a 2-category because it&#8217;s naturally enriched in posets.  Then these reflective inclusions of hom-categories can be used to build  a lax functor from <img src='http://s0.wp.com/latex.php?latex=Span%28Set%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Span(Set)' title='Span(Set)' class='latex' /> to <img src='http://s0.wp.com/latex.php?latex=Rel&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rel' title='Rel' class='latex' /> &#8211; but not an actual functor.)</p>
<p>So a slightly more general question is: if <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BV%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{V}' title='&#92;mathbb{V}' class='latex' /> is a monoidal category, and <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BV%7D%27+%5Csubset+%5Cmathbb%7BV%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{V}&#039; &#92;subset &#92;mathbb{V}' title='&#92;mathbb{V}&#039; &#92;subset &#92;mathbb{V}' class='latex' /> is a  &#8220;<a href="http://ncatlab.org/nlab/show/reflective+subcategory">reflective subcategory</a>&#8220;, can we make <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BV%7D%27&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{V}&#039;' title='&#92;mathbb{V}&#039;' class='latex' /> into a monoidal category just by defining <img src='http://s0.wp.com/latex.php?latex=A%27+%5Cotimes+%27+B%27&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A&#039; &#92;otimes &#039; B&#039;' title='A&#039; &#92;otimes &#039; B&#039;' class='latex' /> (the product in <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BV%7D%27&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{V}&#039;' title='&#92;mathbb{V}&#039;' class='latex' />) to be the reflection <img src='http://s0.wp.com/latex.php?latex=r%28A%27+%5Cotimes+B%27%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='r(A&#039; &#92;otimes B&#039;)' title='r(A&#039; &#92;otimes B&#039;)' class='latex' /> of the original product?   This is the one-object version of a question about bicategories.  Namely, say that <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BS%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{S}' title='&#92;mathbb{S}' class='latex' /> is a bicategory, and <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BS%7D%27&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{S}&#039;' title='&#92;mathbb{S}&#039;' class='latex' /> is a sub-bicategory such that every pair of objects gives a reflective subcategory: <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BS%7D%27+%28A%2CB%29+%5Csubset+%5Cmathbb%7BS%7D%28A%2CB%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{S}&#039; (A,B) &#92;subset &#92;mathbb{S}(A,B)' title='&#92;mathbb{S}&#039; (A,B) &#92;subset &#92;mathbb{S}(A,B)' class='latex' /> has a reflection.  Then can we &#8220;pull&#8221; the composition of morphisms in <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BS%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{S}' title='&#92;mathbb{S}' class='latex' /> back to <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BS%7D%27&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{S}&#039;' title='&#92;mathbb{S}&#039;' class='latex' />?</p>
<p>The answer is no: this just doesn&#8217;t work in general.  For spans of sets, and relations, it works: composing spans essentially &#8220;counts paths&#8221; which relate elements <img src='http://s0.wp.com/latex.php?latex=A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A' title='A' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' />, whereas composing relations only keeps track of whether or not there is a path.  However, composing spans which come from relations, and then squashing them back down to relations again, agrees with the composite in <img src='http://s0.wp.com/latex.php?latex=Rel&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rel' title='Rel' class='latex' /> (the squashing just tells whether the set of paths from <img src='http://s0.wp.com/latex.php?latex=A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A' title='A' class='latex' /> to <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' /> by a sequence of relations is empty or not).  But in the case of <img src='http://s0.wp.com/latex.php?latex=Span%28Cat%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Span(Cat)' title='Span(Cat)' class='latex' /> and some reflective subcategory &#8211; among other possible examples &#8211; associativity and unit axioms will break, unless the reflections <img src='http://s0.wp.com/latex.php?latex=r_%7BA%2CB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='r_{A,B}' title='r_{A,B}' class='latex' /> are specially tuned.  This isn&#8217;t to say that we can&#8217;t make <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BV%7D%27&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{V}&#039;' title='&#92;mathbb{V}&#039;' class='latex' /> a monoidal category (or <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BS%7D%27&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{S}&#039;' title='&#92;mathbb{S}&#039;' class='latex' /> a bicategory).  It just means that pulling back <img src='http://s0.wp.com/latex.php?latex=%5Cotimes&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;otimes' title='&#92;otimes' class='latex' /> or <img src='http://s0.wp.com/latex.php?latex=%5Ccirc&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;circ' title='&#92;circ' class='latex' /> along the reflection won&#8217;t work.  But there is a theorem that says we can always promote such an inclusion into one where this works.</p>
<p>So what&#8217;s an instance of all this?  A distributor (again, often called &#8220;profunctor&#8221;) <img src='http://s0.wp.com/latex.php?latex=%5CPhi+%3A+%5Cmathbb%7BA%7D+%5Cnrightarrow+%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi : &#92;mathbb{A} &#92;nrightarrow &#92;mathbb{B}' title='&#92;Phi : &#92;mathbb{A} &#92;nrightarrow &#92;mathbb{B}' class='latex' /> from a category <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BA%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{A}' title='&#92;mathbb{A}' class='latex' /> to <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' /> is actually a functor <img src='http://s0.wp.com/latex.php?latex=%5Cphi+%3A+%5Cmathbb%7BB%7D%5E%7Bop%7D+%5Ctimes+%5Cmathbb%7BA%7D+%5Crightarrow+Sets&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;phi : &#92;mathbb{B}^{op} &#92;times &#92;mathbb{A} &#92;rightarrow Sets' title='&#92;phi : &#92;mathbb{B}^{op} &#92;times &#92;mathbb{A} &#92;rightarrow Sets' class='latex' />.  Then there&#8217;s a bicategory <img src='http://s0.wp.com/latex.php?latex=Dist&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Dist' title='Dist' class='latex' />, where for each objects there&#8217;s a category <img src='http://s0.wp.com/latex.php?latex=Dist%28%5Cmathbb%7BA%7D%2C%5Cmathbb%7BB%7D%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Dist(&#92;mathbb{A},&#92;mathbb{B})' title='Dist(&#92;mathbb{A},&#92;mathbb{B})' class='latex' />.  Distributors represent, in some sense, a categorification of relations. (This observation follows the <a href="http://ncatlab.org/nlab/show/periodic+table">periodic table of category theory</a>, in which a 1-category is a category, a 0-category is a set, and a (-1)-category is a truth value.  There&#8217;s a 1-category of relations, with hom-sets <img src='http://s0.wp.com/latex.php?latex=Rel%28A%2CB%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Rel(A,B)' title='Rel(A,B)' class='latex' />, and each one is a map from <img src='http://s0.wp.com/latex.php?latex=B+%5Ctimes+A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B &#92;times A' title='B &#92;times A' class='latex' /> into truth values, specifying whether a pair <img src='http://s0.wp.com/latex.php?latex=%28b%2Ca%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(b,a)' title='(b,a)' class='latex' /> is related.)</p>
<p>The most elementary example of a distributor is the &#8220;hom-set&#8221; construction, where <img src='http://s0.wp.com/latex.php?latex=%5CPhi+%28%5Cmathbb%7BA%7D%2C%5Cmathbb%7BB%7D%29+%3D+hom%28%5Cmathbb%7BA%7D%2C%5Cmathbb%7BB%7D%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi (&#92;mathbb{A},&#92;mathbb{B}) = hom(&#92;mathbb{A},&#92;mathbb{B})' title='&#92;Phi (&#92;mathbb{A},&#92;mathbb{B}) = hom(&#92;mathbb{A},&#92;mathbb{B})' class='latex' />, which is indeed covariant in <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BA%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{A}' title='&#92;mathbb{A}' class='latex' /> and contravariant in <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' />.  A way to see the general case in that <img src='http://s0.wp.com/latex.php?latex=%5CPhi&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi' title='&#92;Phi' class='latex' /> obviously determines a functor from <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BA%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{A}' title='&#92;mathbb{A}' class='latex' /> into presheaves on <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' />: <img src='http://s0.wp.com/latex.php?latex=%5CPhi+%3A+%5Cmathbb%7BA%7D+%5Crightarrow+%5Chat%7B%5Cmathbb%7BB%7D%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi : &#92;mathbb{A} &#92;rightarrow &#92;hat{&#92;mathbb{B}}' title='&#92;Phi : &#92;mathbb{A} &#92;rightarrow &#92;hat{&#92;mathbb{B}}' class='latex' />, where <img src='http://s0.wp.com/latex.php?latex=%5Chat%7B%5Cmathbb%7BB%7D%7D+%3D+Psh%28%5Cmathbb%7BB%7D%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;hat{&#92;mathbb{B}} = Psh(&#92;mathbb{B})' title='&#92;hat{&#92;mathbb{B}} = Psh(&#92;mathbb{B})' class='latex' /> is the category <img src='http://s0.wp.com/latex.php?latex=hom%28%5Cmathbb%7BB%7D%2CSets%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='hom(&#92;mathbb{B},Sets)' title='hom(&#92;mathbb{B},Sets)' class='latex' />.</p>
<p>In fact, given a functor <img src='http://s0.wp.com/latex.php?latex=F+%3A+%5Cmathbb%7BA%7D+%5Crightarrow+%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F : &#92;mathbb{A} &#92;rightarrow &#92;mathbb{B}' title='F : &#92;mathbb{A} &#92;rightarrow &#92;mathbb{B}' class='latex' />, we can define two different distributors:</p>
<p><img src='http://s0.wp.com/latex.php?latex=%5CPhi%5EF+%3A+%5Cmathbb%7BB%7D+%5Cnrightarrow+%5Cmathbb%7BA%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi^F : &#92;mathbb{B} &#92;nrightarrow &#92;mathbb{A}' title='&#92;Phi^F : &#92;mathbb{B} &#92;nrightarrow &#92;mathbb{A}' class='latex' /> with <img src='http://s0.wp.com/latex.php?latex=%5CPhi%5EF%28A%2CB%29+%3D+Hom_%7B%5Cmathbb%7BB%7D%7D%28FA%2CB%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi^F(A,B) = Hom_{&#92;mathbb{B}}(FA,B)' title='&#92;Phi^F(A,B) = Hom_{&#92;mathbb{B}}(FA,B)' class='latex' /></p>
<p>and</p>
<p><img src='http://s0.wp.com/latex.php?latex=%5CPhi_F+%3A+%5Cmathbb%7BA%7D+%5Cnrightarrow+%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi_F : &#92;mathbb{A} &#92;nrightarrow &#92;mathbb{B}' title='&#92;Phi_F : &#92;mathbb{A} &#92;nrightarrow &#92;mathbb{B}' class='latex' /> with <img src='http://s0.wp.com/latex.php?latex=%5CPhi_F%28B%2CA%29+%3D+Hom_%7B%5Cmathbb%7BB%7D%7D%28B%2CFA%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi_F(B,A) = Hom_{&#92;mathbb{B}}(B,FA)' title='&#92;Phi_F(B,A) = Hom_{&#92;mathbb{B}}(B,FA)' class='latex' /></p>
<p>(Remember, these <img src='http://s0.wp.com/latex.php?latex=%5CPhi&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi' title='&#92;Phi' class='latex' /> are functors from the product into <img src='http://s0.wp.com/latex.php?latex=Sets&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Sets' title='Sets' class='latex' />: so they are just taking hom-sets here in <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' /> in one direction or the other.)  This much is a tautology: putting a value in <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BA%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{A}' title='&#92;mathbb{A}' class='latex' /> in leaves a free variable, but the point is that <img src='http://s0.wp.com/latex.php?latex=%5Chat%7B%5Cmathbb%7BB%7D%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;hat{&#92;mathbb{B}}' title='&#92;hat{&#92;mathbb{B}}' class='latex' /> can be interpreted as a category of &#8220;big objects of <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' />&#8220;.  This is since the Yoneda embedding <img src='http://s0.wp.com/latex.php?latex=Y+%3A+B+%5Chookrightarrow+%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Y : B &#92;hookrightarrow &#92;mathbb{B}' title='Y : B &#92;hookrightarrow &#92;mathbb{B}' class='latex' /> embeds <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' /> by taking each object <img src='http://s0.wp.com/latex.php?latex=b+%5Cin+B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='b &#92;in B' title='b &#92;in B' class='latex' /> to the presentable presheaf <img src='http://s0.wp.com/latex.php?latex=hom_B%28-%2Cb%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='hom_B(-,b)' title='hom_B(-,b)' class='latex' /> which assigns each object the set of morphisms into <img src='http://s0.wp.com/latex.php?latex=b&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='b' title='b' class='latex' />, so <img src='http://s0.wp.com/latex.php?latex=%5Chat%7B%5Cmathbb%7BB%7D%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;hat{&#92;mathbb{B}}' title='&#92;hat{&#92;mathbb{B}}' class='latex' /> has &#8220;extended&#8221; objects of <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' />.</p>
<p>So distributors like <img src='http://s0.wp.com/latex.php?latex=%5CPhi&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi' title='&#92;Phi' class='latex' /> are &#8220;generalized functors&#8221; into <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' /> &#8211; and the idea is that this is in roughly the same way that &#8220;distributions&#8221; are to be seen as &#8220;generalized functions&#8221;, hence the name.  (Benabou now prefers to use the name &#8220;profunctor&#8221; to refer only to those distributors which map to &#8220;pro-objects&#8221; in <img src='http://s0.wp.com/latex.php?latex=%5Chat%7B%5Cmathbb%7BB%7D%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;hat{&#92;mathbb{B}}' title='&#92;hat{&#92;mathbb{B}}' class='latex' />, which are just special presheaves, namely the &#8220;flat&#8221; ones.)</p>
<p>Now we have an idea that there is a bicategory <img src='http://s0.wp.com/latex.php?latex=Dist&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Dist' title='Dist' class='latex' />, whose hom-categories <img src='http://s0.wp.com/latex.php?latex=Dist%28%5Cmathbb%7BA%7D%2C%5Cmathbb%7BB%7D%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Dist(&#92;mathbb{A},&#92;mathbb{B})' title='Dist(&#92;mathbb{A},&#92;mathbb{B})' class='latex' /> consist of distributors (and natural transformations), and that the usual functors (which can be seen as distributors which only happen to land in the image of <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' /> under the <a href="http://ncatlab.org/nlab/show/Yoneda+lemma">Yoneda</a> embedding) form a sub-bicategory: that is, post-composition with <img src='http://s0.wp.com/latex.php?latex=Y&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Y' title='Y' class='latex' /> turns a functor into a distributor.</p>
<p>But moreover, this operation has an adjoint: functors out of <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' /> can be &#8220;lifted&#8221; to functors out of <img src='http://s0.wp.com/latex.php?latex=%5Chat%7B%5Cmathbb%7BB%7D%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;hat{&#92;mathbb{B}}' title='&#92;hat{&#92;mathbb{B}}' class='latex' />, just by taking the Kan extension of a functor <img src='http://s0.wp.com/latex.php?latex=G+%3A+%5Cmathbb%7BB%7D+%5Crightarrow+%5Cmathbb%7BX%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G : &#92;mathbb{B} &#92;rightarrow &#92;mathbb{X}' title='G : &#92;mathbb{B} &#92;rightarrow &#92;mathbb{X}' class='latex' /> along <img src='http://s0.wp.com/latex.php?latex=Y&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Y' title='Y' class='latex' />.  This will work (pointwise, even), as long as <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BX%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{X}' title='&#92;mathbb{X}' class='latex' /> is cocomplete, so that we can basically &#8220;add up&#8221; contributions from the objects of <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' /> by taking colimits.  In the special case where <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BX%7D+%3D+%5Chat%7B%5Cmathbb%7BC%7D%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{X} = &#92;hat{&#92;mathbb{C}}' title='&#92;mathbb{X} = &#92;hat{&#92;mathbb{C}}' class='latex' /> for some other category <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{C}' title='&#92;mathbb{C}' class='latex' />, then this tells us how to get composition of distributors <img src='http://s0.wp.com/latex.php?latex=Dist%28%5Cmathbb%7BA%7D%2C%5Cmathbb%7BB%7D%29+%5Ctimes+Dist%28%5Cmathbb%7BB%7D%2C%5Cmathbb%7BC%7D%29%5Crightarrow+Dist%28%5Cmathbb%7BA%7D%2C%5Cmathbb%7BC%7D%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Dist(&#92;mathbb{A},&#92;mathbb{B}) &#92;times Dist(&#92;mathbb{B},&#92;mathbb{C})&#92;rightarrow Dist(&#92;mathbb{A},&#92;mathbb{C})' title='Dist(&#92;mathbb{A},&#92;mathbb{B}) &#92;times Dist(&#92;mathbb{B},&#92;mathbb{C})&#92;rightarrow Dist(&#92;mathbb{A},&#92;mathbb{C})' class='latex' />.</p>
<p>Now, for a functor <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' />, there are straightforward unit and counit natural transformations which makes <img src='http://s0.wp.com/latex.php?latex=%5CPhi%5EF&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi^F' title='&#92;Phi^F' class='latex' /> (the image of <img src='http://s0.wp.com/latex.php?latex=F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='F' title='F' class='latex' /> under the embedding of <img src='http://s0.wp.com/latex.php?latex=Cat&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Cat' title='Cat' class='latex' /> into <img src='http://s0.wp.com/latex.php?latex=Dist&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Dist' title='Dist' class='latex' />) a left adjoint for <img src='http://s0.wp.com/latex.php?latex=%5CPhi_F&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi_F' title='&#92;Phi_F' class='latex' />.  So we&#8217;ve embedded <img src='http://s0.wp.com/latex.php?latex=Cat&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Cat' title='Cat' class='latex' /> into <img src='http://s0.wp.com/latex.php?latex=Dist&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Dist' title='Dist' class='latex' /> in such a way that every functor has a right adjoint.  What about <img src='http://s0.wp.com/latex.php?latex=Span%28Cat%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Span(Cat)' title='Span(Cat)' class='latex' />?  In general, given a bicategory <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' />, we can construe <img src='http://s0.wp.com/latex.php?latex=Span%28B%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Span(B)' title='Span(B)' class='latex' /> as a tricategory, which contains <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' />, in such a way that every morphism of <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' /> has an ambidextrous adjoint (both left and right adjoint).  (There&#8217;s work on this by Toby Kenney and Dorette Pronk, and Alex Hoffnung has also been looking at this recently.)  So how does <img src='http://s0.wp.com/latex.php?latex=Span%28Cat%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Span(Cat)' title='Span(Cat)' class='latex' /> relate to <img src='http://s0.wp.com/latex.php?latex=Dist&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Dist' title='Dist' class='latex' />?</p>
<p>One statement is that a distributor <img src='http://s0.wp.com/latex.php?latex=%5CPhi+%3A+%5Cmathbb%7BA%7D+%5Cnrightarrow+%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi : &#92;mathbb{A} &#92;nrightarrow &#92;mathbb{B}' title='&#92;Phi : &#92;mathbb{A} &#92;nrightarrow &#92;mathbb{B}' class='latex' /> can be seen as a special kind of span, namely:</p>
<p><img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BA%7D+%5Cstackrel%7Bq%7D%7B%5Clongleftarrow%7D+Elt%28%5CPhi%29+%5Cstackrel%7Bp%7D%7B%5Clongrightarrow%7D+%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{A} &#92;stackrel{q}{&#92;longleftarrow} Elt(&#92;Phi) &#92;stackrel{p}{&#92;longrightarrow} &#92;mathbb{B}' title='&#92;mathbb{A} &#92;stackrel{q}{&#92;longleftarrow} Elt(&#92;Phi) &#92;stackrel{p}{&#92;longrightarrow} &#92;mathbb{B}' class='latex' /></p>
<p>where <img src='http://s0.wp.com/latex.php?latex=Elt%28%5CPhi%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Elt(&#92;Phi)' title='Elt(&#92;Phi)' class='latex' /> consists of all the &#8220;elements of <img src='http://s0.wp.com/latex.php?latex=%5CPhi&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi' title='&#92;Phi' class='latex' />&#8221; (in particular, pasting together all the images in <img src='http://s0.wp.com/latex.php?latex=Sets&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Sets' title='Sets' class='latex' /> of pairs <img src='http://s0.wp.com/latex.php?latex=%28A%2CB%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(A,B)' title='(A,B)' class='latex' /> and the set maps that come from morphisms between them in <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D%5E%7Bop%7D+%5Ctimes+%5Cmathbb%7BA%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}^{op} &#92;times &#92;mathbb{A}' title='&#92;mathbb{B}^{op} &#92;times &#92;mathbb{A}' class='latex' />).  (As an aside: Benabou also explained how a cospan, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BA%7D+%5Crightarrow+C%28%5CPhi%29+%5Cleftarrow+%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{A} &#92;rightarrow C(&#92;Phi) &#92;leftarrow &#92;mathbb{B}' title='&#92;mathbb{A} &#92;rightarrow C(&#92;Phi) &#92;leftarrow &#92;mathbb{B}' class='latex' /> can be got from a distributor.  The objects of <img src='http://s0.wp.com/latex.php?latex=C%28%5CPhi%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='C(&#92;Phi)' title='C(&#92;Phi)' class='latex' /> are just the disjoint union of those from <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BA%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{A}' title='&#92;mathbb{A}' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' />, and the hom-sets are just taken from either <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BA%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{A}' title='&#92;mathbb{A}' class='latex' />, or <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BB%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{B}' title='&#92;mathbb{B}' class='latex' />, or as the sets given by <img src='http://s0.wp.com/latex.php?latex=%5CPhi&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Phi' title='&#92;Phi' class='latex' />, depending on the situation.  Then the span we just described completes a pullback square opposite this cospan &#8211; it&#8217;s a <a href="http://ncatlab.org/nlab/show/comma+category">comma category</a>.)</p>
<p>These spans <img src='http://s0.wp.com/latex.php?latex=%28Elt%28%5CPhi%29%2Cp%2Cq%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(Elt(&#92;Phi),p,q)' title='(Elt(&#92;Phi),p,q)' class='latex' /> end up having some special properties that result from how they&#8217;re constructed.  In particular, <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='p' title='p' class='latex' /> will be an op-fibration and <img src='http://s0.wp.com/latex.php?latex=q&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='q' title='q' class='latex' /> will be a fibration (this, for instance, is alifting property that let one lift morphisms &#8211; since the morphisms are found as the images of the original distributor, this makes sense).  Also, the fibres of <img src='http://s0.wp.com/latex.php?latex=%28p%2Cq%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(p,q)' title='(p,q)' class='latex' /> are discrete (these are by definition the images of identity morphisms, so naturally they&#8217;re discrete categories).  Finally, these properties (fibration, op-fibration, and discrete fibres) are enough to guarantee that a given span is (isomorphic to) one that comes from a distributor.  So we have an embedding <img src='http://s0.wp.com/latex.php?latex=i+%3A+Dist+%5Crightarrow+Span%28Cat%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='i : Dist &#92;rightarrow Span(Cat)' title='i : Dist &#92;rightarrow Span(Cat)' class='latex' />.</p>
<p>What&#8217;s more, it&#8217;s a reflective embedding, because we can always mangle any span to get a new one where these properties hold: it&#8217;s enough to force fibres to be discrete by taking their <img src='http://s0.wp.com/latex.php?latex=%5Cpi_0&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;pi_0' title='&#92;pi_0' class='latex' /> &#8211; the connected components.  The other properties will then follow.  But notice that this is a very nontrivial thing to do: in general, the fibres of <img src='http://s0.wp.com/latex.php?latex=%28p%2Cq%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(p,q)' title='(p,q)' class='latex' /> could be any sort of category, and this operation turns them into sets (of isomorphism classes).  So there&#8217;s an adjunction between <img src='http://s0.wp.com/latex.php?latex=i&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='i' title='i' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=%5Cpi_0&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;pi_0' title='&#92;pi_0' class='latex' />, and <img src='http://s0.wp.com/latex.php?latex=Dist&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Dist' title='Dist' class='latex' /> is a reflective sub-bicategory of <img src='http://s0.wp.com/latex.php?latex=Span%28Cat%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Span(Cat)' title='Span(Cat)' class='latex' />.  But the severity of <img src='http://s0.wp.com/latex.php?latex=%5Cpi_0&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;pi_0' title='&#92;pi_0' class='latex' /> ends up meaning that this doesn&#8217;t get along well with composition &#8211; the composition of distributors (described above) is not related to composition of spans (which works by weak pullback) via this reflection in a naive way.  However, the theorem mentioned above means that there will be SOME reflecction that makes the compositions get along.  It just may not be as nice as this one.</p>
<p>This is kind of surprising, and the ideal punchline to go here would be to say what that reflection is like, but I don&#8217;t know the answer to that question just now.  Anyone else know?</p>
<hr />
<p>Thanks to Bob Coecke, here are some pictures of me, a few of the people from ComLab, and Jean Benabou at dinner at the Oxford University Club, with a variety of dopey expressions as Bob snapped the pictures unexpectedly.  Thanks Bob.</p>
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		<title>Explanation, Fundamentals, an Agrippa-type Trilemma</title>
		<link>http://theoreticalatlas.wordpress.com/2011/04/13/explanation-fundamentals-an-agrippa-type-trilemma/</link>
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		<pubDate>Wed, 13 Apr 2011 13:29:50 +0000</pubDate>
		<dc:creator>Jeffrey Morton</dc:creator>
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		<description><![CDATA[There is no abiding thing in what we know. We change from weaker to stronger lights, and each more powerful light pierces our hitherto opaque foundations and reveals fresh and different opacities below. We can never foretell which of our seemingly assured fundamentals the next change will not affect. H.G. Wells, A Modern Utopia So [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theoreticalatlas.wordpress.com&amp;blog=1777002&amp;post=952&amp;subd=theoreticalatlas&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<blockquote><p>There is no abiding thing in what we know. We change from weaker to stronger lights, and each more powerful light pierces our hitherto opaque foundations and reveals fresh and different opacities below. We can never foretell which of our seemingly assured fundamentals the next change will not affect.</p>
<p>H.G. Wells, <em>A Modern Utopia</em></p></blockquote>
<p>So there&#8217;s a <a href="http://arxiv.org/abs/1103.5222">recent paper</a> by some physicists, two of whom work just across the campus from me at IST, which purports to explain the Pioneer Anomaly, ultimately using a computer graphics technique, Phong shading.  The point being that they use this to model more accurately than has been done before how much infrared radiation is radiating and reflecting off various parts of the Pioneer spacecraft.  They claim that with the new, more accurate model, the net force from this radiation is just enough to explain the anomalous acceleration.</p>
<p>Well, plainly, any one paper needs to be rechecked before you can treat it as definitive, but this sort of result looks good for conventional General Relativity, when some people had suggested the anomaly was evidence some other theory was needed.  Other anomalies in the predictions of GR &#8211; the rotational profiles of galaxies, or redshift data, have also suggested alternative theories.  In order to preserve GR exactly on large scales, you have to introduce things like Dark Matter and Dark Energy, and suppose that something like 97% of the mass-energy of the universe is otherwise invisible.  Such Dark entities might exist, of course, but I worry it&#8217;s kind of circular to postulate them on the grounds that you need them to make GR explain observations, while also claiming this makes sense because GR is so well tested.</p>
<p>In any case, this refined calculation about Pioneer is a reminder that usually the more conservative extension of your model is better.  It&#8217;s not so obvious to me whether a modified theory of gravity, or an unknown and invisible majority of the universe is more conservative.</p>
<p>And that&#8217;s the best segue I can think of into this next post, which is very different from recent ones.</p>
<hr />
<p><strong>Fundamentals</strong></p>
<p>I was thinking recently about &#8220;fundamental&#8221; theories.  At the HGTQGR workshop we had several talks about the most popular physical ideas into which higher gauge theory and TQFT have been infiltrating themselves recently, namely string theory and (loop) quantum gravity.  These aren&#8217;t the only schools of thought about what a &#8220;quantum gravity&#8221;  theory should look like &#8211; but they are two that have received a lot of  attention and work.  Each has been described (occasionally) as a &#8220;fundamental&#8221; theory of physics, in the sense of one which explains everything else.  There has been a debate about this, since they are based on different principles.  The arguments against string theory are various, but a crucial one is that no existing form of string theory is &#8220;background independent&#8221; in the same way that General Relativity is.  This might be because string theory came out of a community grounded in particle physics &#8211; it makes sense to perturb around some fixed background spacetime in that context, because no experiment with elementary particles is going to have a measurable effect on the universe at infinity. &#8220;M-theory&#8221; is supposed to correct this defect, but so far nobody can say just what it is.  String theorists criticize LQG on various grounds, but one of the more conceptually simple ones would be that it can&#8217;t be a unified theory of physics, since it doesn&#8217;t incorporate forces other than gravity.</p>
<p>There is, of course, some philosophical debate about whether either of these properties &#8211; background independence, or unification &#8211; is really crucial to a fundamental theory.   I don&#8217;t propose to answer that here (though for the record my hunch at he moment is that both of them are important and will hold up over time).  In fact, it&#8217;s &#8220;fundamental theory&#8221; itself that I&#8217;m thinking about here.</p>
<p>As I suggested in one of my <a href="http://theoreticalatlas.wordpress.com/2007/09/24/title-the-theoretical-atlas/">first posts</a> explaining the title of this blog, I expect that we&#8217;ll need lots of theories to get a grip on the world: a whole &#8220;atlas&#8221;, where each &#8220;map&#8221; is a theory, each dealing with a part of the whole picture, and overlapping somewhat with others.  But theories are formal entities that involve symbols and our brain&#8217;s ability to manipulate symbols.  Maybe such a construct could account for all the observable phenomena of the world &#8211; but <em>a-priori</em> it seems odd to assume that.  The fact that they can provide various limits and approximations has made them useful, from an evolutionary point of view, and the tendency to confuse symbols and reality in some ways is a testament to that (it hasn&#8217;t hurt so much as to be selected out).</p>
<p>One little heuristic argument &#8211; not at all conclusive &#8211; against this idea involves <a href="http://en.wikipedia.org/wiki/Kolmogorov_complexity">Kolmogorov complexity</a>: wanting to explain all the observed data about the universe is in some sense to &#8220;compress&#8221; the data.  If we can account for the observations &#8211; say, with a short description of some physical laws and a bunch of initial conditions, which is what a &#8220;fundamental theory&#8221; suggests &#8211; then we&#8217;ve found an upper bound on its Kolmogorov complexity.  If the universe actually contains such a description, then that must also be a lower bound on its complexity.  Thus, any complete description of the universe would have to be as big as the whole universe.</p>
<p>Well, as I said, this argument fails to be very convincing.  Partly because it assumes a certain form of the fundamental theory (in particular, a deterministic one), but mainly because it doesn&#8217;t rule out that there is indeed a very simple set of physical laws, but there are limits to the precision with which we could use them to simulate the whole world because we can&#8217;t encode the state of the universe perfectly.  We already knew that.  At most, that lack of precision puts some practical limits on our ability to confirm that a given set of physical laws we&#8217;ve written down is  empirically correct.  It doesn&#8217;t preclude there being one, or even our finding it (without necessarily being perfectly certain).  The way Einstein put it (in <a href="http://www.ibiblio.org/ebooks/Einstein/Sidelights/Einstein_Sidelights.pdf">this address</a>,  by the way) was &#8220;As far as the laws of mathematics refer to reality,  they are not certain; and as far as they are certain, they do not refer  to reality.&#8221;  But a lack of certainty doesn&#8217;t mean they aren&#8217;t there.</p>
<p>However, this got me thinking about fundamental theories from the point of view of epistemology, and how we handle knowledge.</p>
<p><strong>Reduction</strong></p>
<p>First, there&#8217;s a practical matter.  The idea of a fundamental theory is the logical limit of one version of reductionism.  This is the idea that the behaviour of things should be explained in terms of smaller, simpler things.  I have no problem with this notion, unless you then conclude that once you&#8217;ve found a &#8220;more fundamental&#8221; theory, the old one should be discarded.</p>
<p>For example: we have a &#8220;theory of chemistry&#8221;, which says that the constituents of matter are those found on the periodic table of elements.  This theory comes in various degrees of sophistication: for instance, you can start to learn the periodic table without knowing that there are often different isotopes of a given element, and only knowing the 91 naturally occurring elements (everything up to Uranium, except Technicium).  This gives something like Mendeleev&#8217;s early version of the table.  You could come across these later refinements by finding a gap in the theory (Technicium, say), or a disagreement with experiment (discovering isotopes by measuring atomic weights).  But even a fairly naive version of the periodic table, along with some concepts about atomic bonds, gives a good explanation of a huge range of chemical reactions under normal conditions.  It can&#8217;t explain, for example, how the Sun shines &#8211; but it explains a lot within its proper scope.</p>
<p>Where this theory fits in a fuller picture of the world has at least two directions: more fundamental, and less fundamental, theories.  What I mean by less &#8220;fundamental&#8221; is that some things are supposed to be explained by this theory of chemistry: the great abundance of proteins and other organic chemicals, say.  The behaviour of the huge variety of carbon compounds predicted by basic chemistry is supposed to explain all these substances and account for how they behave.  The millions of organic compounds that show up in nature, and their complicated behaviour, is supposed to be explained in terms of just a few elements that they&#8217;re made of &#8211; mostly carbon, hydrogen, oxygen, nitrogen, sulfur, phosphorus, plus the odd trace element.</p>
<p>By &#8220;more fundamental&#8221;, I mean that the periodic table itself can start to seem fairly complicated, especially once you start to get more sophisticated, including transuranic elements, isotopes, radioactive decay rates, and the like.  So it was explained in terms of a theory of the atom.  Again, there are refinements, but the <a href="http://en.wikipedia.org/wiki/Bohr_model">Bohr model</a> of the atom ought to do the job: a nucleus made of protons and neutrons, and surrounded by shells of electrons.  We can add that these are governed by the Dirac equation, and then the possible states for electrons bound to a nucleus ought to explain the rows and columns of the periodic table.  Better yet, they&#8217;re supposed to explain exactly the spectral lines of each element &#8211; the frequencies of light atoms absorb and emit &#8211; by the differences of energy levels between the shells.</p>
<p>Well, this is great, but in practice it has limits. Hardly anyone disputes that the Bohr model is approximately right, and should explain the periodic table etc.  The problem is that it&#8217;s largely an intractable problem to actually solve the Schroedinger equation for the atom and use the results to predict the emission spectrum, chemical properties, melting point, etc. of, say, Vanadium&#8230;  On the other hand, it&#8217;s equally hard to use a theory of chemistry to adequately predict how proteins will fold.  <a href="http://en.wikipedia.org/wiki/Protein_structure_prediction">Protein conformation prediction</a> is a hard problem, and while it&#8217;s chugging along and making progress, the point is a theory of chemistry alone isn&#8217;t enough: any successful method must rely on a whole extra body of knowledge.  This suggests our best bet at understanding all these phenomena is to have a whole toolbox of different theories, each one of which has its own body of relevant mathematics, its own <a href="http://en.wikipedia.org/wiki/Ontology_%28information_science%29">domain-specific ontology</a>, and some sense of how its concepts relate to those in other theories in the tookbox. (This suggests a view of how mathematics relates to the sciences which seems to me to reflect actual practice: it pervades all of them, in a different way than the way a &#8220;more fundamental&#8221; theory underlies a less fundamental one.  Which tends to spoil the otherwise funny <a href="http://xkcd.com/435/">XKCD comic</a> on the subject&#8230;)</p>
<p>If one &#8220;explains&#8221; one theory in terms of another (or several others), then we may be able to put them into at least a partial order.  The mental image I have in mind is the &#8220;theoretical atlas&#8221; &#8211; a bunch of &#8220;charts&#8221; (the theories) which cover different parts of a globe (our experience, or the data we want to account for), and which overlap in places.  Some are subsets of others (are completely explained by them, in principle). Then we&#8217;d like to find a minimal (or is it maximal) element of this order: something which accounts for all the others, at least in principle.  In that mental image, it would be a map of the whole globe (or a dense subset of the surface, anyway).  Because, of course, the Bohr model, though in principle sufficient to account for chemistry, needs an explanation of its own: why are atoms made this way, instead of some other way? This ends up ramifying out into something like the Standard Model of particle physics.  Once we have that, we would still like to know why elementary particles work this way, instead of some other way&#8230;</p>
<p><strong>An Explanatory Trilemma</strong></p>
<p>There&#8217;s a problem here, which I think is unavoidable, and which rather ruins that nice mental image.  It has to do with a sort of explanatory version of <a href="http://en.wikipedia.org/wiki/Agrippa%27s_Trilemma">Agrippa&#8217;s Trilemma</a>, which is an observation in epistemology that goes back to Agrippa the Skeptic.  It&#8217;s also sometimes called &#8220;Munchausen&#8217;s Trilemma&#8221;, and it was originally made about justifying beliefs.  I think a slightly different form of it can be applied to explanations, where instead of &#8220;how do I know X is true?&#8221;, the question you repeatedly ask is &#8220;why does it happen like X?&#8221;</p>
<p>So, the Agrippa Trilemma as classically expressed might lead to a sequence of questions about observation.  Q: How do we know chemical substances are made of elements? A:  Because of some huge body of evidence. Q: How do we know this evidence is valid?  A: Because it was confirmed by a bunch of experimental data. Q: How do we know that our experiments were done correctly? And so on.  In mathematics, it might ask a series of questions about why a certain theorem is true, which we chase back through a series of lemmas, down to a bunch of basic axioms and rules of inference.  We could be asked to justify these, but typically we just posit them.  The Trilemma says that there are three ways this sequence of justifications can end up:</p>
<ol>
<li>we arrive at an endpoint of premises that don&#8217;t require any justification</li>
<li>we continue indefinitely in a chain of justifications that never ends</li>
<li>we continue in a chain of justifications that eventually becomes circular</li>
</ol>
<p>None of these seems to be satisfactory for an experimental science, which is partly why we say that there&#8217;s no certainty about empirical knowledge.  In mathematics, the first option is regarded as OK: all statements in mathematics are &#8220;really&#8221; of the form <em>if axioms A, B, C etc. are assumed, then conclusions X, Y, Z etc. eventually follow</em>.  We might eventually find that some axioms don&#8217;t apply to the things we&#8217;re interested in, and cease to care about those statements, but they&#8217;ll remain true.  They won&#8217;t be explanations of anything very much, though.  If we&#8217;re looking at reality, it&#8217;s not enough to assume axioms A, B, C&#8230;  We also want to check them, test them, see if they&#8217;re true &#8211; and we can&#8217;t be completely sure with only a finite amount of evidence.</p>
<p>The explanatory variation on Agrippa&#8217;s Trilemma, which I have in mind, deals with a slightly different problem.  Supposing the axioms seem to be true, and accepting provisionally that they are, we also have another question, which if anything is even more basic to science: we want to know WHY they&#8217;re true &#8211; we look for an explanation.</p>
<p>This is about looking for coherence, rather than confidence, in our knowledge (or at any rate, theories).  But a similar problem appears.  Suppose that elementary chemistry has explained organic chemistry; that atomic physics has explained why chemistry is how it is; and that the Standard model explains why atomic physics is how it is.  We still want to know why the Standard Model is the way it is, and so on.  Each new explanation gives an account for one phenomenon in terms of different, more basic phenomenon. The Trilemma suggests the following options:</p>
<ol>
<li>we arrive at an endpoint of premises that don&#8217;t require any explanation</li>
<li>we continue indefinitely in a chain of explanations that never ends</li>
<li>we continue in a chain of explanations that eventually becomes circular</li>
</ol>
<p>Unless we accept option 1, we don&#8217;t have room for a &#8220;fundamental theory&#8221;.</p>
<p>Here&#8217;s the key point: <strong>this isn&#8217;t even a position about physics &#8211; it&#8217;s about epistemology</strong>, and what explanations are like, or maybe rather what our behaviour is like with regard to explanations.  The standard version of Agrippa&#8217;s Trilemma is usually taken as an argument for something like <a href="http://plato.stanford.edu/entries/knowledge-analysis/supplement.html">fallibilism</a>: that our knowledge is always uncertain.  This variation isn&#8217;t talking about the justification of beliefs, but the sufficiency of explanation.  It says that the way our mind works is such that there can&#8217;t be one final summation of the universe, one principle, which accounts for everything &#8211; because it would either be unaccounted for itself, or because it would have to account for itself by circular reasoning.</p>
<p>This might be a dangerous statement to make, or at least a theological one (theology isn&#8217;t as dangerous as it used to be): reasoning that things are the way they are &#8220;because God made it that way&#8221; is a traditional answer of the first type. True or not, I don&#8217;t think you can really call an &#8220;explanation&#8221;, since it would work equally well if things were some other way. In fact, it&#8217;s an anti-explanation: if you accept an uncaused-cause anywhere along the line, the whole motivation for asking after explanations unravels.  Maybe this sort of answer is a confession of humility and acceptance of limited understanding, where we draw the line and stop demanding further explanations.  I don&#8217;t see that we all need to draw that line in the same place, though, so the problem hasn&#8217;t gone away.</p>
<p>What seems likely to me is that this problem can&#8217;t be made to go away.  That the situation we&#8217;ll actually be in is (2) on the list above.  That while there might not be any specific thing that scientific theories can&#8217;t explain, neither could there be a &#8220;fundamental theory&#8221; that will be satisfying to the curious forever.  Instead, we have an asymptotic approach to explanation, as each thing we want to explain gets picked up somewhere along the line: <em>&#8220;We change from weaker to stronger lights, and each more powerful light  pierces our hitherto opaque foundations and reveals fresh and different  opacities below.&#8221;</em></p>
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		<title>Relativity of Localization</title>
		<link>http://theoreticalatlas.wordpress.com/2011/03/31/relativity-of-localization/</link>
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		<pubDate>Thu, 31 Mar 2011 16:40:53 +0000</pubDate>
		<dc:creator>Jeffrey Morton</dc:creator>
				<category><![CDATA[algebra]]></category>
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		<description><![CDATA[One talk at the workshop was nominally a school talk by Laurent Freidel, but it&#8217;s interesting and distinctive enough in its own right that I wanted to consider it by itself.  It was based on this paper on the &#8220;Principle of Relative Locality&#8221;. This isn&#8217;t so much a new theory, as an exposition of what [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theoreticalatlas.wordpress.com&amp;blog=1777002&amp;post=913&amp;subd=theoreticalatlas&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>One talk at the workshop was nominally a school talk by Laurent Freidel, but it&#8217;s interesting and distinctive enough in its own right that I wanted to consider it by itself.  It was based on <a href="http://arxiv.org/pdf/1101.0931v2">this paper</a> on the &#8220;Principle of Relative Locality&#8221;.  This isn&#8217;t so much a new theory, as an exposition of what ought to happen when one looks at a particular limit of any putative theory that has both quantum field theory and gravity as (different) limits of it.  This leads through some ideas, such as curved momentum space, which have been kicking around for a while.  The end result is a way of accounting for apparently non-local interactions of particles, by saying that while the particles themselves &#8220;see&#8221; the interactions as local, distant observers might not.</p>
<p>Whereas Einstein&#8217;s gravity  describes a regime where Newton&#8217;s gravitational constant <img src='http://s0.wp.com/latex.php?latex=G_N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G_N' title='G_N' class='latex' /> is  important but Planck&#8217;s constant <img src='http://s0.wp.com/latex.php?latex=%5Chbar&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;hbar' title='&#92;hbar' class='latex' /> is negligible, and (special-relativistic) quantum field theory assumes <img src='http://s0.wp.com/latex.php?latex=%5Chbar&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;hbar' title='&#92;hbar' class='latex' /> significant but <img src='http://s0.wp.com/latex.php?latex=G_N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G_N' title='G_N' class='latex' /> not.  Both of these assume there is a special velocity scale, given by the speed of light <img src='http://s0.wp.com/latex.php?latex=c&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='c' title='c' class='latex' />, whereas classical mechanics assumes that all three can be neglected (i.e. <img src='http://s0.wp.com/latex.php?latex=G_N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G_N' title='G_N' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=%5Chbar&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;hbar' title='&#92;hbar' class='latex' /> are zero, and <img src='http://s0.wp.com/latex.php?latex=c&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='c' title='c' class='latex' /> is infinite).   The guiding assumption is that these are all approximations to some more fundamental theory, called &#8220;quantum gravity&#8221; just because it accepts that both <img src='http://s0.wp.com/latex.php?latex=G_N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G_N' title='G_N' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=%5Chbar&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;hbar' title='&#92;hbar' class='latex' /> (as well as <img src='http://s0.wp.com/latex.php?latex=c&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='c' title='c' class='latex' />) are significant in calculating physical effects.  So GR and QFT incorporate two of the three constants each, and classical mechanics incorporates neither.  The &#8220;principle of relative locality&#8221; arises when we consider a slightly different approximation to this underlying theory.</p>
<p>This approximation works with a regime where <img src='http://s0.wp.com/latex.php?latex=G_N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G_N' title='G_N' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=%5Chbar&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;hbar' title='&#92;hbar' class='latex' /> are each negligible, but the  ratio is not &#8211; this being related to the <a href="http://en.wikipedia.org/wiki/Planck_mass">Planck mass</a> <img src='http://s0.wp.com/latex.php?latex=m_p+%5Csim++%5Csqrt%7B%5Cfrac%7B%5Chbar%7D%7BG_N%7D%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='m_p &#92;sim  &#92;sqrt{&#92;frac{&#92;hbar}{G_N}}' title='m_p &#92;sim  &#92;sqrt{&#92;frac{&#92;hbar}{G_N}}' class='latex' />.  The point is that this is an approximation with no  special length scale (&#8220;Planck length&#8221;), but instead a special energy  scale (&#8220;Planck mass&#8221;) which has to be preserved.   Since energy and  momentum are different parts of a single 4-vector, this is also a momentum scale; we expect to see some  kind of deformation of momentum space, at least for momenta that are  bigger than this scale.  The existence of this scale turns out to mean that momenta don&#8217;t add linearly &#8211; at least, not unless they&#8217;re very small compared to the Planck scale.</p>
<p>So what is &#8220;Relative Locality&#8221;?  In the paper linked above, it&#8217;s stated like so:</p>
<blockquote><p>Physics takes place in phase space and there is no invariant global projection that gives a description of processes in spacetime.  From their measurements local observers can construct descriptions of particles moving and interacting in a spacetime, but different observers construct different spacetimes, which are observer-dependent slices of phase space.</p></blockquote>
<p><strong>Motivation</strong></p>
<p>This arises from taking the basic insight of general relativity &#8211;  the  requirement that physical principles should be invariant under coordinate transformations (i.e. diffeomorphisms) &#8211;  and extend it so that instead of applying  just to spacetime, it applies  to the whole of phase space.  Phase space (which, in this limit where <img src='http://s0.wp.com/latex.php?latex=%5Chbar+%3D+0&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;hbar = 0' title='&#92;hbar = 0' class='latex' />, replaces the Hilbert space of a truly quantum theory) is the space  of position-momentum  configurations (of things small enough to treat as point-like, in a given fixed approximation).  Having no <img src='http://s0.wp.com/latex.php?latex=G_N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G_N' title='G_N' class='latex' /> means we don&#8217;t need to worry about any dynamical curvature of &#8220;spacetime&#8221; (which doesn&#8217;t exist), and having no Planck length means we can blithely treat phase space as a manifold with coordinates valued in the real line (which has no special scale).  Yet, having a special mass/momentum scale says we should see some purely combined &#8220;quantum gravity&#8221; effects show up.</p>
<p>The physical idea is that phase space is an accurate  description of what we can see and measure locally.  Observers (whom we  assume small enough to be considered point-like) can measure their own  proper time (they &#8220;have a  clock&#8221;) and  can detect momenta (by letting  things collide with them and  measuring  the energy transferred  locally and its direction).  That is, we &#8220;see colors and angles&#8221; (i.e. photon energies and differences of direction).  Beyond this, one shouldn&#8217;t impose any  particular theory of  what momenta do: we can observe the momenta of  separate objects and see  what results when they interact and deduce  rules from that.  As an extension of standard physics, this model is pretty conservative.  Now, conventionally,  phase space would be the cotangent bundle  of  spacetime <img src='http://s0.wp.com/latex.php?latex=T%5E%2AM&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='T^*M' title='T^*M' class='latex' />.  This model is based  on the assumption that  objects can be at any point, and wherever they are, their space of   possible momenta is a vector space.  Being a bundle, with a global  projection onto <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> (taking <img src='http://s0.wp.com/latex.php?latex=%28x%2Cv%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(x,v)' title='(x,v)' class='latex' /> to <img src='http://s0.wp.com/latex.php?latex=x&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='x' title='x' class='latex' />), is  exactly what this principle says doesn&#8217;t necessarily obtain.  We still assume that phase space will be some <a href="http://en.wikipedia.org/wiki/Symplectic_manifold">symplectic</a> manifold.   But we don&#8217;t assume <em>a priori</em> that momentum coordinates give a projection whose fibres happen to be vector spaces, as in a cotangent bundle.</p>
<p>Now, a symplectic manifold  still looks <em>locally</em> like a cotangent bundle (<a href="http://en.wikipedia.org/wiki/Darboux%27s_theorem">Darboux&#8217;s theorem</a>). So even if there is no universal &#8220;spacetime&#8221;, each   observer can still locally construct a version of &#8220;spacetime&#8221;  by slicing up phase space into position and momentum   coordinates.  One can, by brute force, extend the spacetime coordinates quite far, to distant points in phase space.  This is roughly analogous to how, in special relativity, each observer can   put their own coordinates on spacetime and arrive at different notions   of simultaneity.  In general relativity, there are issues with trying to extend this concept globally, but it can be done under some conditions, giving the idea of &#8220;space-like slices&#8221; of spacetime.  In the same way, we can construct &#8220;spacetime-like slices&#8221; of phase space.</p>
<p><strong>Geometrizing Algebra</strong></p>
<p>Now, if phase space is a cotangent bundle, momenta can be added (the fibres of the bundle are vector spaces).  Some more  recent ideas about &#8220;<a href="http://projecteuclid.org/DPubS?service=UI&amp;version=1.0&amp;verb=Display&amp;handle=euclid.jdg/1214460860">quasi-Hamiltonian spaces</a>&#8221; (initially introduced by Alekseev, Malkin and Meinrenken) conceive of momenta  as &#8220;group-valued&#8221; &#8211; rather than taking values in the dual of some Lie algebra (the way, classically, momenta are dual to velocities, which live in the Lie algebra of infinitesimal translations).  For small  momenta, these are hard to distinguish, so even group-valued momenta might look  linear,  but the premise is that we ought to  discover this by  experiment, not  assumption.  We certainly can detect &#8220;zero momentum&#8221; and for physical reasons can say that given two things with two momenta <img src='http://s0.wp.com/latex.php?latex=%28p%2Cq%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(p,q)' title='(p,q)' class='latex' />, there&#8217;s a way of combining them into a combined momentum <img src='http://s0.wp.com/latex.php?latex=p+%5Coplus+q&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='p &#92;oplus q' title='p &#92;oplus q' class='latex' />.  Think of doing this physically &#8211; transfer all momentum from one particle to another, as seen by a given observer.  Since the same momentum at the observer&#8217;s position can be either coming in or going out, this operation has a &#8220;negative&#8221; with <img src='http://s0.wp.com/latex.php?latex=%28%5Cominus+p%29+%5Coplus+p+%3D+0&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(&#92;ominus p) &#92;oplus p = 0' title='(&#92;ominus p) &#92;oplus p = 0' class='latex' />.</p>
<p>We do have a space of momenta at any given observer&#8217;s location &#8211; the total of all momenta that can be observed there, and this space now has some algebraic structure.  But we have no reason to assume up front that <img src='http://s0.wp.com/latex.php?latex=%5Coplus&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;oplus' title='&#92;oplus' class='latex' /> is either  commutative or associative (let alone that it makes momentum space at a given  observer&#8217;s location into a vector space).  One can interpret this algebraic structure as giving some geometry.  The commutator for <img src='http://s0.wp.com/latex.php?latex=%5Coplus&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;oplus' title='&#92;oplus' class='latex' /> gives a metric on momentum space.  This is a bilinear form which is implicitly defined by the &#8220;norm&#8221; that assigns a kinetic energy to a particle with a given momentum. The associator given by <img src='http://s0.wp.com/latex.php?latex=p+%5Coplus+%28+q+%5Coplus+r+%29+-+%28p+%5Coplus+q+%29+%5Coplus+r%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='p &#92;oplus ( q &#92;oplus r ) - (p &#92;oplus q ) &#92;oplus r)' title='p &#92;oplus ( q &#92;oplus r ) - (p &#92;oplus q ) &#92;oplus r)' class='latex' />, infinitesimally near <img src='http://s0.wp.com/latex.php?latex=0&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='0' title='0' class='latex' /> where this makes sense, gives a connection.  This defines a &#8220;parallel transport&#8221; of a finite momentum <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='p' title='p' class='latex' /> in the direction of a momentum <img src='http://s0.wp.com/latex.php?latex=q&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='q' title='q' class='latex' /> by saying infinitesimally what happens when adding <img src='http://s0.wp.com/latex.php?latex=dq&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='dq' title='dq' class='latex' /> to <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='p' title='p' class='latex' />.</p>
<p>Various additional physical assumptions &#8211; like the momentum-space &#8220;duals&#8221; of the equivalence principle (that the combination of momenta works the same way for all kinds of matter regardless of charge), or the strong equivalence principle (that inertial mass and rest mass energy per the relation <img src='http://s0.wp.com/latex.php?latex=E+%3D+mc%5E2&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='E = mc^2' title='E = mc^2' class='latex' /> are the same) and so forth can narrow down the geometry of this metric and connection.  Typically we&#8217;ll find that it needs to be Lorentzian.  With strong enough symmetry assumptions, it must be flat, so that momentum space is a vector space after all &#8211; but even with fairly strong assumptions, as with general relativity, there&#8217;s still room for this &#8220;empty space&#8221; to have some intrinsic curvature, in the form of a momentum-space &#8220;dual cosmological constant&#8221;, which can be positive (so momentum space is closed like a sphere), zero (the vector space case we usually assume) or negative (so momentum space is hyperbolic).</p>
<p>This geometrization of what had been algebraic is somewhat analogous to what  happened with velocities (i.e. vectors in spacetime)) when the theory of special relativity came  along.  Insisting that the &#8220;invariant&#8221; scale <img src='http://s0.wp.com/latex.php?latex=c&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='c' title='c' class='latex' /> be the same in every reference system meant that the <a href="http://en.wikipedia.org/wiki/Special_relativity#Composition_of_velocities">addition of velocities</a> ceased to be linear.  At least, it did if you assume that adding velocities has an interpretation along the lines of: &#8220;first, from rest, add velocity v to your motion; then, from that reference frame, add velocity w&#8221;.  While adding spacetime vectors still worked the same way, one had to rephrase this rule if we think of adding velocities as observed within a given reference frame &#8211; this became <img src='http://s0.wp.com/latex.php?latex=v+%5Coplus+w+%3D+%28v+%2B+w%29+%281+%2B+uv%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='v &#92;oplus w = (v + w) (1 + uv)' title='v &#92;oplus w = (v + w) (1 + uv)' class='latex' />  (scaling so <img src='http://s0.wp.com/latex.php?latex=c+%3D1&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='c =1' title='c =1' class='latex' /> and assuming the velocities are in the same  direction).  When velocities are small relative to <img src='http://s0.wp.com/latex.php?latex=c&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='c' title='c' class='latex' />, this looks  roughly like linear addition.  Geometrizing the algebra of momentum space is thought of a little  differently, but similar things can be said: we think operationally in  terms of combining momenta by some process.  First transfer (group-valued) momentum  <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='p' title='p' class='latex' /> to a particle, then momentum <img src='http://s0.wp.com/latex.php?latex=q&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='q' title='q' class='latex' /> &#8211; the connection on momentum space  tells us how to translate these momenta into the &#8220;reference frame&#8221; of a  new observer with momentum shifted relative to the starting point.  Here again, the special momentum scale  <img src='http://s0.wp.com/latex.php?latex=m_p&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='m_p' title='m_p' class='latex' /> (which is also a mass scale since a momentum has a  corresponding kinetic energy) is a &#8220;deformation&#8221; parameter &#8211; for momenta  that are small compared to this scale, things seem to work linearly as usual.</p>
<p>There&#8217;s some discussion in the paper which relates this to <a href="http://arxiv.org/abs/hep-th/0405273">DSR</a> (either &#8220;doubly&#8221; or &#8220;deformed&#8221; special relativity), which is another postulated limit of quantum gravity, a variation of SR with both a special velocity and a special mass/momentum scale, to consider &#8220;what SR looks like near the Planck scale&#8221;, which treats spacetime as a noncommutative space, and generalizes the Lorentz group to a Hopf algebra which is a deformation of it.  In DSR, the noncommutativity of &#8220;position space&#8221; is directly related to curvature of momentum space.  In the &#8220;relative locality&#8221; view, we accept a classical phase space, but not a classical spacetime within it.</p>
<p><strong>Physical Implications</strong></p>
<p>We should understand this scale as telling us where &#8220;quantum gravity effects&#8221; should start to become visible in particle interactions.  This is a fairly large scale for subatomic particles.  The Planck mass as usually given is about 21 micrograms: small for normal purposes, about the size of a small sand grain, but very large for subatomic particles.  Converting to momentum units with <img src='http://s0.wp.com/latex.php?latex=c&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='c' title='c' class='latex' />, this is about 6 kg m/s: on the order of the momentum of a kicked soccer ball or so.  For a subatomic particle this is a lot.</p>
<p>This scale does raise a question for many people who first hear this argument, though &#8211; that quantum gravity effects should become apparent around the Planck mass/momentum scale, since macro-objects like the aforementioned soccer ball still seem to have linearly-additive  momenta.  Laurent explained the problem with this intuition.  For interactions of big, extended, but  composite objects like soccer balls, one has to calculate not just one  interaction, but all the various interactions of their parts, so the  &#8220;effective&#8221; mass scale where the deformation would be seen becomes  <img src='http://s0.wp.com/latex.php?latex=N+m_p&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N m_p' title='N m_p' class='latex' /> where <img src='http://s0.wp.com/latex.php?latex=N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N' title='N' class='latex' /> is the number of particles in the soccer  ball.  Roughly, the point is that a soccer ball is not a large &#8220;thing&#8221;  for these purposes, but a large conglomeration of small &#8220;things&#8221;, whose  interactions are &#8220;fundamental&#8221;.  The &#8220;effective&#8221; mass scale tells us how we would have to alter the physical constants to be able to treat it as a &#8220;thing&#8221;.  (This is somewhat related to the question of &#8220;effective actions&#8221; and renormalization, though these are a bit more complicated.)</p>
<p>There are a number of possible experiments suggested in the paper, which Laurent mentioned in the talk.  One involves a kind of &#8220;twin paradox&#8221; taking place in momentum space.  In &#8220;spacetime&#8221;, a spaceship travelling a large loop at high velocity will arrive where it started having experienced less time than an observer who remained there (because of the Lorentzian metric) &#8211; and a dual phenomenon in momentum space says that particles travelling through loops (also in momentum space) should arrive displaced in space because of the relativity of localization.  This could be observed in particle accelerators where particles make several transits of a loop, since the effect is cumulative.  Another effect could be seen in astronomical observations: if an  observer is observing some distant object via photons of different  wavelengths (hence momenta), she might &#8220;localize&#8221; the object differently  &#8211; that is, the two photons travel at &#8220;the same speed&#8221; the whole way,  but arrive at different times because the observer will interpret the  object as being at two different distances for the two photons.</p>
<p>This last one is  rather weird, and I had to ask how one would distinguish this effect  from a variable speed of light (predicted by certain other ideas about  quantum gravity).  How to distinguish such effects seems to be not quite worked out yet, but at least this is an indication that there are new, experimentally detectible, effects predicted by this &#8220;relative locality&#8221; principle.  As Laurent emphasized, once we&#8217;ve noticed that not accepting this principle means making an a priori assumption about the geometry of momentum space (even if only in some particular approximation, or limit, of a true theory of quantum gravity), we&#8217;re pretty much obliged to stop making that assumption and do the experiments.  Finding our assumptions were right would simply be revealing which momentum space geometry actually obtains in the approximation we&#8217;re studying.</p>
<p>A final note about the physical interpretation: this &#8220;relative locality&#8221; principle can be discovered by looking (in the  relevant limit) at a Lagrangian for free particles, with interactions  described in terms of momenta.  It so happens that one can describe this  without referencing a &#8220;real&#8221; spacetime: the part of the action that  allows particles to interact when &#8220;close&#8221; only needs coordinate  functions, which can certainly exist here, but are an observer-dependent  construct.  The conservation of (non-linear) momenta is specified via a  Lagrange multiplier.  The whole Lagrangian formalism for the mechanics  of colliding particles works without reference to spacetime.  Now, even though all the interactions (specified by the conservation of momentum terms) happen &#8220;at one location&#8221;, in that there will be an observer who sees them happening in the momentum space of her own location.  But an observer at a different point may disagree about whether the interaction was local &#8211; i.e. happened at a single point in spacetime.  Thus &#8220;relativity of localization&#8221;.</p>
<p>Again, this is no more bizarre (mathematically) than the fact that distant, relatively moving, observers in special relativity might disagree about simultaneity, whether two events happened at the same time.  They have their own coordinates on spacetime, and transferring between them mixes space coordinates and time coordinates, so they&#8217;ll disagree whether the time-coordinate values of two events are the same.  Similarly, in this phase-space picture, two different observers each have a coordinate system for splitting phase space into &#8220;spacetime&#8221; and &#8220;energy-momentum&#8221; coordinates, but switching between them may mix these two pieces.  Thus, the two observers will disagree about whether the spacetime-coordinate values for the different interacting particles are the same.  And so, one observer says the interaction is &#8220;local in spacetime&#8221;, and the other says it&#8217;s not.  The point is that it&#8217;s local <em>for the particles themselves</em> (thinking of them as observers).  All that&#8217;s going on here is the not-very-astonishing fact that in the conventional picture, we have no problem with interactions being nonlocal in momentum space (particles with very different momenta can interact as long as they collide with each other)&#8230; combined with the inability to globally and invariantly distinguish position and momentum coordinates.</p>
<p>What this means, philosophically, can be debated, but it does offer some plausibility to the claim that space and time are auxiliary, conceptual additions to what we actually experience, which just account for the relations between bits of matter.  These concepts can be dispensed with even where we have a classical-looking phase space rather than Hilbert space (where, presumably, this is even more true).</p>
<p>&#8230;</p>
<p><strong>Edit</strong>: On a totally unrelated note, I just noticed <a href="http://golem.ph.utexas.edu/category/2011/03/a_tetracategory_of_spans_or_wh.html">this post</a> by Alex Hoffnung over at the n-Category Cafe which gives a lot of detail on issues relating to spans in bicategories that I had begun to think more about recently in relation to developing a higher-gauge-theoretic version of the construction I described for ETQFT.  In particular, I&#8217;d been thinking about how the 2-group analog of restriction and induction for representations realizes the various kinds of duality properties, where we have adjunctions, biadjunctions, and so forth, in which units and counits of the various adjunctions have further duality.  This observation seems to be due to Jim Dolan, as far as I can see from a brief note in <a href="http://arxiv.org/abs/q-alg/9609018">HDA II</a>.  In that case, it&#8217;s really talking about the star-structure of the span (tri)category, but looking at the discussion Alex gives suggests to me that this theme shows up throughout this subject.  I&#8217;ll have to take a closer look at the draft paper he linked to and see if there&#8217;s more to say&#8230;</p>
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		<title>HGTQGR &#8211; Part IIIb (Workshop)</title>
		<link>http://theoreticalatlas.wordpress.com/2011/03/24/hgtqgr-part-iiib-workshop/</link>
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		<pubDate>Thu, 24 Mar 2011 13:09:54 +0000</pubDate>
		<dc:creator>Jeffrey Morton</dc:creator>
				<category><![CDATA[cohomology]]></category>
		<category><![CDATA[conferences]]></category>
		<category><![CDATA[geometry]]></category>
		<category><![CDATA[gerbes]]></category>
		<category><![CDATA[higher gauge theory]]></category>
		<category><![CDATA[physics]]></category>
		<category><![CDATA[quantum gravity]]></category>
		<category><![CDATA[stacks]]></category>
		<category><![CDATA[string theory]]></category>
		<category><![CDATA[talks]]></category>

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		<description><![CDATA[As usual, this write-up process has been taking a while since life does intrude into blogging for some reason.  In this case, because for a little less than a week, my wife and I have been on our honeymoon, which was delayed by our moving to Lisbon.  We went to the Azores, or rather to [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theoreticalatlas.wordpress.com&amp;blog=1777002&amp;post=880&amp;subd=theoreticalatlas&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>As usual, this write-up process has been taking a while since life does intrude into blogging for some reason.  In this case, because for a little less than a week, my wife and I have been on our honeymoon, which was delayed by our moving to Lisbon.  We went to the Azores, or rather to São Miguel, the largest of the nine islands.  We had a good time, roughly like so:</p>
<p><a href="http://theoreticalatlas.files.wordpress.com/2011/03/188606_10150147879086363_729186362_7159370_7621697_n.jpg"><img class="alignnone size-full wp-image-927" title="188606_10150147879086363_729186362_7159370_7621697_n" src="http://theoreticalatlas.files.wordpress.com/2011/03/188606_10150147879086363_729186362_7159370_7621697_n.jpg?w=510" alt=""   /></a></p>
<p>Now that we&#8217;re back, I&#8217;ll attempt to wrap up with the summaries of things discussed at the workshop on Higher Gauge Theory, TQFT, and Quantum Gravity.  In the previous post I described talks which I roughly gathered under TQFT and Higher Gauge Theory, but the latter really ramifies out in a few different ways.  As began to be clear before, higher bundles are classified by higher cohomology of manifolds, and so are gerbes &#8211; so in fact these are two slightly different ways of talking about the same thing.  I also remarked, in the summary of Konrad Waldorf&#8217;s talk, the idea that the theory of gerbes on a manifold is equivalent to ordinary gauge theory on its loop space &#8211; which is one way to make explicit the idea that categorification &#8220;raises dimension&#8221;, in this case from parallel transport of points to that of 1-dimensional loops.  Next we&#8217;ll expand on that theme, and then finally reach the &#8220;Quantum Gravity&#8221; part, and draw the connection between this and higher gauge theory toward the end.</p>
<h2>Gerbes and Cohomology</h2>
<p>The very first workshop speaker, in fact, was <strong>Paolo Aschieri,</strong> who has done a lot of work relating noncommutative geometry and gravity.  In this case, though, he was talking about noncommutative gerbes, and specifically referred to <a href="http://arxiv.org/abs/hep-th/0206101">this work</a> with some of the other speakers.  To be clear, this isn&#8217;t about gerbes with noncommutative group <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />, but about gerbes <em>on noncommutative spaces</em>.  To begin with, it&#8217;s useful to express gerbes in the usual sense in the right language.  In particular, he explain what a gerbe on a manifold <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> is in concrete terms, giving Hitchin&#8217;s definition (<a href="http://www.ams.org/notices/200302/what-is.pdf">viz</a>).  A <img src='http://s0.wp.com/latex.php?latex=U%281%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U(1)' title='U(1)' class='latex' /> gerbe can be described as &#8220;a cohomology class&#8221; but it&#8217;s more concrete to present it as:</p>
<ul>
<li>a collection of line bundles <img src='http://s0.wp.com/latex.php?latex=L_%7B%5Calpha+%5Cbeta%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='L_{&#92;alpha &#92;beta}' title='L_{&#92;alpha &#92;beta}' class='latex' /> associated with double overlaps <img src='http://s0.wp.com/latex.php?latex=U_%7B%5Calpha+%5Cbeta%7D+%3D+U_%7B%5Calpha%7D+%5Ccap+U_%7B%5Cbeta%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U_{&#92;alpha &#92;beta} = U_{&#92;alpha} &#92;cap U_{&#92;beta}' title='U_{&#92;alpha &#92;beta} = U_{&#92;alpha} &#92;cap U_{&#92;beta}' class='latex' />.  Note this gets an algebraic structure (multiplication <img src='http://s0.wp.com/latex.php?latex=%5Cstar&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;star' title='&#92;star' class='latex' /> of bundles is pointwise <img src='http://s0.wp.com/latex.php?latex=%5Cotimes&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;otimes' title='&#92;otimes' class='latex' />, with an inverse given by the dual, <img src='http://s0.wp.com/latex.php?latex=L%5E%7B-1%7D+%3D+L%5E%2A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='L^{-1} = L^*' title='L^{-1} = L^*' class='latex' />, so we can require&#8230;</li>
<li><img src='http://s0.wp.com/latex.php?latex=L_%7B%5Calpha+%5Cbeta%7D%5E%7B-1%7D+%5Ccong+L_%7B%5Cbeta+%5Calpha%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='L_{&#92;alpha &#92;beta}^{-1} &#92;cong L_{&#92;beta &#92;alpha}' title='L_{&#92;alpha &#92;beta}^{-1} &#92;cong L_{&#92;beta &#92;alpha}' class='latex' />, which helps define&#8230;</li>
<li>transition functions <img src='http://s0.wp.com/latex.php?latex=%5Clambda+_%7B%5Calpha+%5Cbeta+%5Cgamma%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;lambda _{&#92;alpha &#92;beta &#92;gamma}' title='&#92;lambda _{&#92;alpha &#92;beta &#92;gamma}' class='latex' /> on triple overlaps <img src='http://s0.wp.com/latex.php?latex=U_%7B%5Calpha+%5Cbeta+%5Cgamma%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U_{&#92;alpha &#92;beta &#92;gamma}' title='U_{&#92;alpha &#92;beta &#92;gamma}' class='latex' />, which are sections of <img src='http://s0.wp.com/latex.php?latex=L_%7B%5Calpha+%5Cbeta+%5Cgamma%7D+%3D+L_%7B%5Calpha+%5Cbeta%7D+%5Cstar+L_%7B%5Cbeta+%5Cgamma%7D+%5Cstar+L_%7B%5Cgamma+%5Calpha%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='L_{&#92;alpha &#92;beta &#92;gamma} = L_{&#92;alpha &#92;beta} &#92;star L_{&#92;beta &#92;gamma} &#92;star L_{&#92;gamma &#92;alpha}' title='L_{&#92;alpha &#92;beta &#92;gamma} = L_{&#92;alpha &#92;beta} &#92;star L_{&#92;beta &#92;gamma} &#92;star L_{&#92;gamma &#92;alpha}' class='latex' />.  If this product is trivial, there&#8217;d be a 1-cocycle condition here, but we only insist on the 2-cocycle condition&#8230;</li>
<li><img src='http://s0.wp.com/latex.php?latex=%5Clambda_%7B%5Cbeta+%5Cgamma+%5Cdelta%7D+%5Clambda_%7B%5Calpha+%5Cgamma+%5Cdelta%7D%5E%7B-1%7D+%5Clambda_%7B%5Calpha+%5Cbeta+%5Cdelta%7D+%5Clambda_%7B%5Calpha+%5Cbeta+%5Cgamma%7D%5E%7B-1%7D+%3D+1&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;lambda_{&#92;beta &#92;gamma &#92;delta} &#92;lambda_{&#92;alpha &#92;gamma &#92;delta}^{-1} &#92;lambda_{&#92;alpha &#92;beta &#92;delta} &#92;lambda_{&#92;alpha &#92;beta &#92;gamma}^{-1} = 1' title='&#92;lambda_{&#92;beta &#92;gamma &#92;delta} &#92;lambda_{&#92;alpha &#92;gamma &#92;delta}^{-1} &#92;lambda_{&#92;alpha &#92;beta &#92;delta} &#92;lambda_{&#92;alpha &#92;beta &#92;gamma}^{-1} = 1' class='latex' /></li>
</ul>
<p>This is a <img src='http://s0.wp.com/latex.php?latex=U%281%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U(1)' title='U(1)' class='latex' />-gerbe on a commutative space.  The point is that one can make a similar definition for a noncommutative space.  If the space <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> is associated with the algebra <img src='http://s0.wp.com/latex.php?latex=A%3DC%5E%7B%5Cinfty%7D%28X%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A=C^{&#92;infty}(X)' title='A=C^{&#92;infty}(X)' class='latex' /> of smooth functions, then a line bundle is a module for <img src='http://s0.wp.com/latex.php?latex=A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A' title='A' class='latex' />, so if <img src='http://s0.wp.com/latex.php?latex=A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A' title='A' class='latex' /> is noncommutative (thought of as a &#8220;space&#8221; <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' />), a &#8220;bundle over <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> is just defined to be an <img src='http://s0.wp.com/latex.php?latex=A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A' title='A' class='latex' />-module.  One also has to define an appropriate &#8220;covariant derivative&#8221; operator <img src='http://s0.wp.com/latex.php?latex=D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='D' title='D' class='latex' /> on this module, and the <img src='http://s0.wp.com/latex.php?latex=%5Cstar&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;star' title='&#92;star' class='latex' />-product must be defined as well, and will be noncommutative (we can think of it as a deformation of the <img src='http://s0.wp.com/latex.php?latex=%5Cstar&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;star' title='&#92;star' class='latex' /> above).  The transition functions are sections: that is, elements of the modules in question.  his means we can describe a gerbe in terms of a big stack of modules, with a chosen algebraic structure, together with some elements.  The idea then is that gerbes can give an interpretation of cohomology of noncommutative spaces as well as commutative ones.</p>
<p><strong>Mauro Spera</strong> spoke about a point of view of gerbes based on &#8220;transgressions&#8221;.  The essential point is that an <img src='http://s0.wp.com/latex.php?latex=n&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='n' title='n' class='latex' />-gerbe on a space <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> can be seen as the obstruction to patching together a family of  <img src='http://s0.wp.com/latex.php?latex=%28n-1%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(n-1)' title='(n-1)' class='latex' />-gerbes.  Thus, for instance, a <img src='http://s0.wp.com/latex.php?latex=U%281%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U(1)' title='U(1)' class='latex' /> 0-gerbe is a <img src='http://s0.wp.com/latex.php?latex=U%281%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U(1)' title='U(1)' class='latex' />-bundle, which is to say a complex line bundle.  As described above, a 1-gerbe can be understood as describing the obstacle to patching together a bunch of line bundles, and the obstacle is the ability to find a cocycle <img src='http://s0.wp.com/latex.php?latex=%5Clambda&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;lambda' title='&#92;lambda' class='latex' /> satisfying the requisite conditions.  This obstacle is measured by the cohomology of the space.  Saying we want to patch together <img src='http://s0.wp.com/latex.php?latex=%28n-1%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(n-1)' title='(n-1)' class='latex' />-gerbes on the fibre.  He went on to discuss how this manifests in terms of obstructions to string structures on manifolds (already discussed at some length in the post on Hisham Sati&#8217;s school talk, so I won&#8217;t duplicate here).</p>
<p>A talk by <strong>Igor Bakovic</strong>, &#8220;Stacks, Gerbes and Etale Groupoids&#8221;, gave a way of looking at gerbes via stacks (see <a href="http://www.intlpress.com/HHA/v12/n1/a14/">this</a> for instance).  The organizing principle is the classification of bundles by the space maps into a classifying space &#8211; or, to get the category of principal <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-bundles on, the category <img src='http://s0.wp.com/latex.php?latex=Top%28Sh%28X%29%2CBG%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Top(Sh(X),BG)' title='Top(Sh(X),BG)' class='latex' />, where <img src='http://s0.wp.com/latex.php?latex=Sh%28X%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Sh(X)' title='Sh(X)' class='latex' /> is the category of sheaves on <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=BG&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='BG' title='BG' class='latex' /> is the classifying topos of <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-sets.  (So we have geometric morphisms between the toposes as the objects.)  Now, to get further into this, we use that <img src='http://s0.wp.com/latex.php?latex=Sh%28X%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Sh(X)' title='Sh(X)' class='latex' /> is equivalent to the category of Étale spaces over <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> &#8211; this is a refinement of the equivalence between bundles and presheaves.  Taking stalks of a presheaf gives a bundle, and taking sections of a bundle gives a presheaf &#8211; and these operations are adjoint.</p>
<p>The issue at hand is how to categorify this framework to talk about 2-bundles, and the answer is there&#8217;s a 2-adjunction between the 2-category <img src='http://s0.wp.com/latex.php?latex=2-Bun%28X%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='2-Bun(X)' title='2-Bun(X)' class='latex' /> of such things, and <img src='http://s0.wp.com/latex.php?latex=Fib%28X%29+%3D+%5B%5Cmathcal%7BO%7D%28X%29%5E%7Bop%7D%2CCat%5D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Fib(X) = [&#92;mathcal{O}(X)^{op},Cat]' title='Fib(X) = [&#92;mathcal{O}(X)^{op},Cat]' class='latex' />, the 2-category of fibred categories over <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' />.  (That is, instead of looking at &#8220;sheaves of sets&#8221;, we look at &#8220;sheaves of categories&#8221; here.)  The adjunction, again, involves talking stalks one way, and taking sections the other way.  One hard part of this is getting a nice definition of &#8220;stalk&#8221; for stacks (i.e. for the &#8220;sheaves of categories&#8221;), and a good part of the talk focused on explaining how to get a nice tractable definition which is (fibre-wise) equivalent to the more natural one.</p>
<p>Bakovic did a bunch of this work with <strong>Branislav Jurco</strong>, who was also there, and spoke about &#8220;<a href="http://arxiv.org/abs/0911.1552">Nonabelian Bundle 2-Gerbes</a>&#8220;.  The paper behind that link has more details, which I&#8217;ve yet to entirely absorb, but the essential point appears to be to extend the description of &#8220;bundle gerbes&#8221; associated to crossed modules up to 2-crossed modules.  Bundles, with a structure-<em>group</em> <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />, are classified by the cohomology <img src='http://s0.wp.com/latex.php?latex=H%5E1%28X%2CG%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H^1(X,G)' title='H^1(X,G)' class='latex' /> with coefficients in <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />; and whereas &#8220;bundle-gerbes&#8221; with a structure-<em>crossed-module</em> <img src='http://s0.wp.com/latex.php?latex=H+%5Crightarrow+G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H &#92;rightarrow G' title='H &#92;rightarrow G' class='latex' /> can likewise be described by cohomology <img src='http://s0.wp.com/latex.php?latex=H%5E1%28X%2CH+%5Crightarrow+G%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H^1(X,H &#92;rightarrow G)' title='H^1(X,H &#92;rightarrow G)' class='latex' />.  Notice this is a bit different from the description in terms of higher cohomology <img src='http://s0.wp.com/latex.php?latex=H%5E2%28X%2CG%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H^2(X,G)' title='H^2(X,G)' class='latex' /> for a <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-gerbe, which can be understood as a bundle-gerbe using the shifted crossed module <img src='http://s0.wp.com/latex.php?latex=G+%5Crightarrow+1&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G &#92;rightarrow 1' title='G &#92;rightarrow 1' class='latex' /> (when <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> is abelian.  The goal here is to generalize this part to nonabelian groups, and also pass up to &#8220;bundle 2-gerbes&#8221; based on a 2-crossed module, or crossed complex of length 2, <img src='http://s0.wp.com/latex.php?latex=L+%5Crightarrow+H+%5Crightarrow+G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='L &#92;rightarrow H &#92;rightarrow G' title='L &#92;rightarrow H &#92;rightarrow G' class='latex' /> as I described previously for Joao Martins&#8217; talk.  This would be classified in terms of cohomology valued in the 2-crossed module.  The point is that one can describe such a thing as a bundle over a fibre product, which (I think &#8211; I&#8217;m not so clear on this part) deals with the same structure of overlaps as the higher cohomology in the other way of describing things.</p>
<p>Finally,  a talk that&#8217;s a little harder to classify than most, but which I&#8217;ve put here with things somewhat related to string theory, was <strong>Alexander Kahle</strong>&#8216;s on &#8220;T-Duality and Differential K-Theory&#8221;, based on <a href="http://arxiv.org/abs/0912.2516">work</a> with Alessandro Valentino.  This uses the idea of the differential refinement of cohomology theories &#8211; in this case, K-theory, which is a generalized cohomology theory, which is to say that K-theory satisfies the <a href="http://en.wikipedia.org/wiki/Eilenberg-Steenrod_axioms">Eilenberg-Steenrod axioms</a> (with the dimension axiom relaxed, hence &#8220;generalized&#8221;).  Cohomology theories, including generalized ones, can have differential refinements, which pass from giving topological to geometrical information about a space.  So, while K-theory assigns to a space the Grothendieck ring of the category of vector bundles over it, the differential refinement of K-theory does the same with the category of vector bundles <em>with connection</em>.  This captures both local and global structures, which turns out to be necessary to describe fields in string theory &#8211; specifically, Ramond-Ramond fields.  The point of this talk was to describe what happens to these fields under T-duality.  This is a kind of duality in string theory between a theory with large strings and small strings.  The talk describes how this works, where we have a manifold with fibres at each point <img src='http://s0.wp.com/latex.php?latex=M%5Ctimes+S%5E1_r&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M&#92;times S^1_r' title='M&#92;times S^1_r' class='latex' /> with fibres strings of radius <img src='http://s0.wp.com/latex.php?latex=r&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='r' title='r' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=M+%5Ctimes+S%5E1_%7B1%2Fr%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M &#92;times S^1_{1/r}' title='M &#92;times S^1_{1/r}' class='latex' /> with radius <img src='http://s0.wp.com/latex.php?latex=1%2Fr&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='1/r' title='1/r' class='latex' />.  There&#8217;s a correspondence space <img src='http://s0.wp.com/latex.php?latex=M+%5Ctimes+S%5E1_r+%5Ctimes+S%5E1_%7B1%2Fr%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M &#92;times S^1_r &#92;times S^1_{1/r}' title='M &#92;times S^1_r &#92;times S^1_{1/r}' class='latex' />, which has projection maps down into the two situations.  Fields, being forms on such a fibration, can be &#8220;transferred&#8221; through this correspondence space by a &#8220;pull-back and push-forward&#8221; (with, in the middle, a wedge with a form that mixes the two directions, <img src='http://s0.wp.com/latex.php?latex=exp%28+d+%5Ctheta_r+%2B+d+%5Ctheta_%7B1%2Fr%7D%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='exp( d &#92;theta_r + d &#92;theta_{1/r})' title='exp( d &#92;theta_r + d &#92;theta_{1/r})' class='latex' />).  But to be physically the right kind of field, these &#8220;forms&#8221; actually need to be representing cohomology classes in the differential refinement of K-theory.</p>
<h2>Quantum Gravity etc.</h2>
<p>Now, part of the point of this workshop was to try to build, or anyway maintain, some bridges between the kind of work in geometry and topology which I&#8217;ve been describing and the world of physics.  There are some particular versions of physical theories where these ideas have come up.  I&#8217;ve already touched on string theory along the way (there weren&#8217;t many talks about it from a physicist&#8217;s point of view), so this will mostly be about a different sort of approach.</p>
<p><strong>Benjamin Bahr</strong> gave a talk outlining this approach for our mathematician-heavy audience, with his talk on &#8220;Spin Foam Operators&#8221; (see also for instance <a href="http://arxiv.org/abs/1010.4787">this paper</a>).  The point is that one approach to quantum gravity has a theory whose &#8220;kinematics&#8221; (the description of the state of a system at a given time) is described by &#8220;spin networks&#8221; (based on <img src='http://s0.wp.com/latex.php?latex=SU%282%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='SU(2)' title='SU(2)' class='latex' /> gauge theory), as described back in the <a href="http://theoreticalatlas.wordpress.com/2011/02/24/hgtqgr-workshop-part-i-pre-school/">pre-school post</a>.  These span a Hilbert space, so the &#8220;dynamical&#8221; issue of such models is how to get operators between Hilbert spaces from &#8220;foams&#8221; that interpolate between such networks &#8211; that is, what kind of extra data they might need, and how to assign amplitudes to faces and edges etc. to define an operator, which (assuming a &#8220;local&#8221; theory where distant parts of the foam affect the result independently) will be of the form:</p>
<p><img src='http://s0.wp.com/latex.php?latex=Z%28K%2C%5Crho%2CP%29+%3D+%28%5Cprod_f+A_f%29+%5Cprod_v+Tr_v%28%5Cotimes+P_e%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Z(K,&#92;rho,P) = (&#92;prod_f A_f) &#92;prod_v Tr_v(&#92;otimes P_e)' title='Z(K,&#92;rho,P) = (&#92;prod_f A_f) &#92;prod_v Tr_v(&#92;otimes P_e)' class='latex' /></p>
<p>where <img src='http://s0.wp.com/latex.php?latex=K&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='K' title='K' class='latex' /> is a particular complex (foam), <img src='http://s0.wp.com/latex.php?latex=%5Crho&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;rho' title='&#92;rho' class='latex' /> is a way of assigning irreps to faces of the foam, and <img src='http://s0.wp.com/latex.php?latex=P&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='P' title='P' class='latex' /> is the assignment of intertwiners to edges.  Later on, one can take a discrete version of a path integral by summing over all these <img src='http://s0.wp.com/latex.php?latex=%28K%2C+%5Crho%2C+P%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(K, &#92;rho, P)' title='(K, &#92;rho, P)' class='latex' />.  Here we have a product over faces and one over vertices, with an amplitude <img src='http://s0.wp.com/latex.php?latex=A_f&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A_f' title='A_f' class='latex' /> assigned (somehow &#8211; this is the issue) to faces.  The trace is over all the representation spaces assigned to the edges that are incident to a vertex (this is essentially the only consistent way to assign an amplitude to a vertex).  If we also consider spacetimes with boundary, we need some amplitudes <img src='http://s0.wp.com/latex.php?latex=B_e&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B_e' title='B_e' class='latex' /> at the boundary edges, as well.  A big part of the work with such models is finding such amplitudes that meet some nice conditions.</p>
<p>Some of these conditions are inherently necessary &#8211; to ensure the theory is invariant under gauge transformations, or (formally) changing orientations of faces.  Others are considered optional, though to me &#8220;functoriality&#8221; (that the way of deriving operators respects the gluing-together of foams) seems unavoidable &#8211; it imposes that the boundary amplitudes have to be found from the <img src='http://s0.wp.com/latex.php?latex=A_f&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A_f' title='A_f' class='latex' /> in one specific way.  Some other nice conditions might be: that <img src='http://s0.wp.com/latex.php?latex=Z%28K%2C+%5Crho%2C+P%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Z(K, &#92;rho, P)' title='Z(K, &#92;rho, P)' class='latex' /> depends only on the topology of <img src='http://s0.wp.com/latex.php?latex=K&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='K' title='K' class='latex' /> (which demands that the <img src='http://s0.wp.com/latex.php?latex=P&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='P' title='P' class='latex' /> operators be projections); that <img src='http://s0.wp.com/latex.php?latex=Z&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Z' title='Z' class='latex' /> is invariant under subdivision of the foam (which implies the amplitudes have to be <img src='http://s0.wp.com/latex.php?latex=A_f+%3D+dim%28%5Crho_f%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A_f = dim(&#92;rho_f)' title='A_f = dim(&#92;rho_f)' class='latex' />).</p>
<p>Assuming all these means the only choice is exactly which sub-projection <img src='http://s0.wp.com/latex.php?latex=P_e&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='P_e' title='P_e' class='latex' /> is of the projection onto the gauge-invariant part of the representation space for the faces attached to edge <img src='http://s0.wp.com/latex.php?latex=e&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='e' title='e' class='latex' />.  The rest of the talk discussed this, including some examples (models for BF-theory, the Barrett-Crane model and the more recent <a href="http://arxiv.org/abs/0711.0146">EPRL</a>/<a href="http://arxiv.org/abs/0708.1595">FK</a> model), and finished up by discussing issues about getting a nice continuum limit by way of &#8220;coarse graining&#8221;.</p>
<p>On a <a href="http://arxiv.org/abs/1011.3667">related subject</a>, <strong>Bianca Dittrich</strong> spoke about &#8220;Dynamics and Diffeomorphism Symmetry in Discrete Quantum Gravity&#8221;, which explained the nature of some of the hard problems with this sort of discrete model of quantum gravity.  She began by asking what sort of models (i.e. which choices of amplitudes) in such discrete models would actually produce a nice continuum theory &#8211; since gravity, classically, is described in terms of spacetimes which are continua, and the quantum theory must look like this in <em>some</em> approximation.  The point is to think of these as &#8220;coarse-graining&#8221; of a very fine (perfect, in the limit) approximation to the continuum by a triangulation with a very short length-scale for the edges.  Coarse graining means discarding some of the edges to get a coarser approximation (perhaps repeatedly).  If the <img src='http://s0.wp.com/latex.php?latex=Z&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Z' title='Z' class='latex' /> happens to be triangulation-independent, then coarse graining makes no difference to the result, nor does the converse process of refining the triangulation.  So one question is:  if we expect the continuum limit to be diffeomorphism invariant (as is General Relativity), what does this say at the discrete level?  The relation between diffeomorphism invariance and triangulation invariance has been described by <a href="http://arxiv.org/abs/gr-qc/0312060">Hendryk Pfeiffer</a>, and in the reverse direction by <a href="http://arxiv.org/abs/1101.4775">Dittrich et al</a>.</p>
<p>Actually constructing the dynamics for a system like this in a nice way (&#8220;canonical dynamics with anomaly-free constraints&#8221;) is still a big problem, which Bianca suggested might be approached by this coarse-graining idea.  Now, if a theory is topological (here we get the link to TQFT), such as electromagnetism in 2D, or (linearized) gravity in 3D, coarse graining doesn&#8217;t change much.  But otherwise, changing the length scale means changing the action for the continuum limit of the theory.  This is related to renormalization: one starts with a &#8220;naive&#8221; guess at a theory, then refines it (in this case, by the coarse-graining process), which changes the action for the theory, until arriving at (or approximating to) a fixed point.  Bianca showed an example, which produces a really huge, horrible action full of very complicated terms, which seems rather dissatisfying.  What&#8217;s more, she pointed out that, unless the theory is topological, this always produces an action which is non-local &#8211; unlike the &#8220;naive&#8221; discrete theory.  That is, the action can&#8217;t be described in terms of a bunch of non-interacting contributions from the field at individual points &#8211; instead, it&#8217;s some function which couples the field values at distant points (albeit in a way that falls off exponentially as the points get further apart).</p>
<p>In a more specific talk, <strong>Aleksandr Mikovic</strong> discussed &#8220;<a href="http://arxiv.org/pdf/1101.3294">Finiteness</a> and <a href="http://arxiv.org/pdf/1103.1428">Semiclassical Limit</a> of EPRL-FK Spin Foam Models&#8221;, looking at a particular example of such models which is the (relatively) new-and-improved candidate for quantum gravity mentioned above.  This was a somewhat technical talk, which I didn&#8217;t entirely follow, but   roughly, the way he went at this was  through the techniques of  perturbative QFT.  That is, by looking at the theory in terms of an  &#8220;effective action&#8221;, instead of some path integral over histories <img src='http://s0.wp.com/latex.php?latex=%5Cphi&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;phi' title='&#92;phi' class='latex' /> with action <img src='http://s0.wp.com/latex.php?latex=S%28%5Cphi%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S(&#92;phi)' title='S(&#92;phi)' class='latex' /> &#8211; which looks like <img src='http://s0.wp.com/latex.php?latex=%5Cint+d%5Cphi++e%5E%7BiS%28%5Cphi%29%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;int d&#92;phi  e^{iS(&#92;phi)}' title='&#92;int d&#92;phi  e^{iS(&#92;phi)}' class='latex' />.  Starting with some classical history <img src='http://s0.wp.com/latex.php?latex=%5Cbar%7B%5Cphi%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;bar{&#92;phi}' title='&#92;bar{&#92;phi}' class='latex' /> &#8211;  a stationary point of the action <img src='http://s0.wp.com/latex.php?latex=S&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S' title='S' class='latex' /> &#8211; the effective action  <img src='http://s0.wp.com/latex.php?latex=%5CGamma%28%5Cbar%7B%5Cphi%7D%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Gamma(&#92;bar{&#92;phi})' title='&#92;Gamma(&#92;bar{&#92;phi})' class='latex' /> is an integral over small fluctuations <img src='http://s0.wp.com/latex.php?latex=%5Cphi&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;phi' title='&#92;phi' class='latex' /> around it of <img src='http://s0.wp.com/latex.php?latex=e%5E%7BiS%28%5Cbar%7B%5Cphi%7D+%2B+%5Cphi%29%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='e^{iS(&#92;bar{&#92;phi} + &#92;phi)}' title='e^{iS(&#92;bar{&#92;phi} + &#92;phi)}' class='latex' />.</p>
<p>He commented more on the distinction between the question of triangulation independence (which is crucial for using spin foams to give invariants of manifolds) and the question of whether the theory gives a good quantum theory of gravity &#8211; that&#8217;s the &#8220;semiclassical limit&#8221; part.  (In light of the above, this seems to amount to asking if &#8220;diffeomorphism invariance&#8221; really extends through to the full theory, or is only approximately true, in the limiting case).  Then the &#8220;finiteness&#8221; part has to do with the question of getting decent asymptotic behaviour for some of those weights mentioned above so as to give a nice effective action (if not necessarily triangulation independence).  So, for instance, in the Ponzano-Regge model (which gives a nice invariant for manifolds), the vertex amplitudes <img src='http://s0.wp.com/latex.php?latex=A_v&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A_v' title='A_v' class='latex' /> are found by the 6j-symbols of representations.  The <a href="http://www.emis.de/journals/GT/ftp/main/m4/m4l16.pdf">asymptotics of the 6j</a> symbols then becomes an issue &#8211; Alekandr noted that to get a theory with a nice effective action, those 6j-symbols need to be scaled by a certain factor.  This breaks triangulation independence (hence means we don&#8217;t have a good manifold invariant), but gives a physically nicer theory.  In the case of 3D gravity, this is not what we want, but as he said, there isn&#8217;t a good a-priori reason to think it can&#8217;t give a good theory of 4D gravity.</p>
<p>Now, making a connection between these sorts of models and higher gauge theory, <strong>Aristide Baratin</strong> spoke about &#8220;2-Group Representations for State Sum Models&#8221;.  This is a <a href="http://math.ucr.edu/home/baez/2rep.pdf">project</a> Baez, Freidel, and Wise, building on <a href="http://arxiv.org/abs/math/0306440">work</a> by Crane and Sheppard (see my previous post, where Derek described the geometry of the representation theory for some 2-groups).  The idea is to construct state-sum models where, at the kinematical level, edges are labelled by 2-group representations, faces by intertwiners, and tetrahedra by 2-intertwiners.  (This assumes the foam is a triangulation &#8211; there&#8217;s a certain amount of back-and-forth in this area between this, and the Poincaré dual picture where we have 4-valent vertices).  He discussed this in a couple of related cases &#8211; the Euclidean and Poincaré 2-groups, which are described by crossed modules with base groups <img src='http://s0.wp.com/latex.php?latex=SO%284%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='SO(4)' title='SO(4)' class='latex' /> or <img src='http://s0.wp.com/latex.php?latex=SO%283%2C1%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='SO(3,1)' title='SO(3,1)' class='latex' /> respectively, acting on the abelian group (of automorphisms of the identity) <img src='http://s0.wp.com/latex.php?latex=R%5E4&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='R^4' title='R^4' class='latex' /> in the obvious way.  Then the analogy of the 6j symbols above, which are assigned to tetrahedra (or dually, vertices in a foam interpolating two kinematical states), are now 10j symbols assigned to 4-simplexes (or dually, vertices in the foam).</p>
<p>One nice thing about this setup is that there&#8217;s a good geometric interpretation of the kinematics &#8211; irreducible representations of these 2-groups pick out orbits of the action of the relevant <img src='http://s0.wp.com/latex.php?latex=SO&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='SO' title='SO' class='latex' /> on <img src='http://s0.wp.com/latex.php?latex=R%5E4&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='R^4' title='R^4' class='latex' />.  These are &#8220;mass shells&#8221; &#8211; radii of spheres in the Euclidean case, or proper length/time values that pick out hyperboloids in the Lorentzian case of <img src='http://s0.wp.com/latex.php?latex=SO%283%2C1%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='SO(3,1)' title='SO(3,1)' class='latex' />.  Assigning these to edges has an obvious geometric meaning (as a proper length of the edge), which thus has a continuous spectrum.  The areas and volumes interpreting the intertwiners and 2-intertwiners start to exhibit more of the discreteness you see in the usual formulation with representations of the <img src='http://s0.wp.com/latex.php?latex=SO&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='SO' title='SO' class='latex' /> groups themselves.  Finally, Aristide pointed out that this model <a href="http://arxiv.org/abs/hep-th/0611042">originally arose</a> not from an attempt to make a quantum gravity model, but from looking at Feynman diagrams in flat space (a sort of &#8220;quantum flat space&#8221; model), which is suggestively interesting, if not really conclusively proving anything.</p>
<p>Finally, <strong>Laurent Freidel</strong> gave a talk, &#8220;Classical Geometry of Spin Network States&#8221; which was a way of challenging the idea that these states are exclusively about &#8220;quantum geometries&#8221;, and tried to give an account of how to interpret them as discrete, but classical.  That is, the quantization of the classical phase space <img src='http://s0.wp.com/latex.php?latex=T%5E%2A%28A%2FG%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='T^*(A/G)' title='T^*(A/G)' class='latex' /> (the cotangent bundle of connections-mod-gauge) involves first a discretization to a spin-network phase space <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BP%7D_%7B%5CGamma%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{P}_{&#92;Gamma}' title='&#92;mathcal{P}_{&#92;Gamma}' class='latex' />, and then a quantization to get a Hilbert space <img src='http://s0.wp.com/latex.php?latex=H_%7B%5CGamma%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H_{&#92;Gamma}' title='H_{&#92;Gamma}' class='latex' />, and the hard part is the first step.  The point is to see what the classical phase space is, and he describes it as a (symplectic) quotient <img src='http://s0.wp.com/latex.php?latex=T%5E%2A%28SU%282%29%5EE%29%2F%2FSU%282%29%5EV&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='T^*(SU(2)^E)//SU(2)^V' title='T^*(SU(2)^E)//SU(2)^V' class='latex' />, which starts by assigning $T^*(SU(2))$ to each edge, then reduced by gauge transformations.  The puzzle is to interpret the states as geometries with some discrete aspect.</p>
<p>The answer is that one thinks of edges as describing (dual) faces, and vertices as describing some polytopes.  For each <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='p' title='p' class='latex' />, there&#8217;s a <img src='http://s0.wp.com/latex.php?latex=2%28p-3%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='2(p-3)' title='2(p-3)' class='latex' />-dimensional &#8220;shape space&#8221; of convex polytopes with <img src='http://s0.wp.com/latex.php?latex=p&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='p' title='p' class='latex' />-faces and a given fixed area <img src='http://s0.wp.com/latex.php?latex=j&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='j' title='j' class='latex' />.  This has a canonical symplectic structure, where lengths and interior angles at an edge are the canonically conjugate variables.  Then the whole phase space describes ways of building geometries by gluing these things (associated to vertices) together at the corresponding faces whenever the two vertices are joined by an edge.  Notice this is a bit strange, since there&#8217;s no particular reason the faces being glued will have the same shape: just the same area.  An area-1 pentagon and an area-1 square associated to the same edge could be glued just fine.  Then the classical geometry for one of these configurations is build of a bunch of flat polyhedra (i.e. with a flat metric and connection on them).  Measuring distance across a face in this geometry is a little strange.  Given two points inside adjacent cells, you measure orthogonal distance to the matched faces, and add in the distance between the points you arrive at (orthogonally) &#8211; assuming you glued the faces at the centre.  This is a rather ugly-seeming geometry, but it&#8217;s symplectically isomorphic to the phase space of spin network states &#8211; so it&#8217;s these classical geometries that spin-foam QG is a quantization of.  Maybe the ugliness should count against this model of quantum gravity &#8211; or maybe my aesthetic sense just needs work.</p>
<p>(Laurent also gave another talk, which was originally scheduled as one of the school talks, but ended up being a very interesting exposition of the principle of &#8220;Relativity of Localization&#8221;, which is hard to shoehorn into the themes I&#8217;ve used here, and was anyway interesting enough that I&#8217;ll devote a separate post to it.)</p>
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		<title>HGTQGR &#8211; Part IIIa (Workshop)</title>
		<link>http://theoreticalatlas.wordpress.com/2011/03/17/hgtqgr-part-iiia-workshop/</link>
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		<pubDate>Thu, 17 Mar 2011 17:55:59 +0000</pubDate>
		<dc:creator>Jeffrey Morton</dc:creator>
				<category><![CDATA[categorification]]></category>
		<category><![CDATA[conferences]]></category>
		<category><![CDATA[gauge theory]]></category>
		<category><![CDATA[higher gauge theory]]></category>
		<category><![CDATA[talks]]></category>
		<category><![CDATA[tqft]]></category>

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		<description><![CDATA[Now for a more sketchy bunch of summaries of some talks presented at the HGTQGR workshop.  I&#8217;ll organize this into a few themes which appeared repeatedly and which roughly line up with the topics in the title: in this post, variations on TQFT, plus 2-group and higher forms of gauge theory; in the next post, [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theoreticalatlas.wordpress.com&amp;blog=1777002&amp;post=865&amp;subd=theoreticalatlas&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Now for a more sketchy bunch of summaries of some talks presented at the HGTQGR workshop.  I&#8217;ll organize this into a few themes which appeared repeatedly and which roughly line up with the topics in the title: in this post, variations on TQFT, plus 2-group and higher forms of gauge theory; in the next post, gerbes and cohomology, plus talks on discrete models of quantum gravity and suchlike physics.</p>
<h2>TQFT and Variations</h2>
<p>I start here for no better reason than the personal one that it lets me put <a href="http://www.theoreticalatlas.net/talks/HGTQGR-talk.pdf">my talk</a> first, so I&#8217;m on familiar ground to start with, for which reason also I&#8217;ll probably give more details here than later on.  So: a TQFT is a linear representation of the category of cobordisms &#8211; that is, a (symmetric monoidal) functor <img src='http://s0.wp.com/latex.php?latex=nCob+%5Crightarrow+Vect&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='nCob &#92;rightarrow Vect' title='nCob &#92;rightarrow Vect' class='latex' />, in the notation I mentioned in the first school post.  An Extended TQFT is a higher functor <img src='http://s0.wp.com/latex.php?latex=nCob_k+%5Crightarrow+k-Vect&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='nCob_k &#92;rightarrow k-Vect' title='nCob_k &#92;rightarrow k-Vect' class='latex' />, representing a category of cobordisms with corners into a higher category of k-Vector spaces (for some definition of same).  The essential point of my talk is that there&#8217;s a universal construction that can be used to build one of these at <img src='http://s0.wp.com/latex.php?latex=k%3D2&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='k=2' title='k=2' class='latex' />, which relies on some way of representing <img src='http://s0.wp.com/latex.php?latex=nCob_2&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='nCob_2' title='nCob_2' class='latex' /> into <img src='http://s0.wp.com/latex.php?latex=Span%28Gpd%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Span(Gpd)' title='Span(Gpd)' class='latex' />, whose objects are groupoids, and whose morphisms in <img src='http://s0.wp.com/latex.php?latex=Hom%28A%2CB%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Hom(A,B)' title='Hom(A,B)' class='latex' /> are pairs of groupoid homomorphisms <img src='http://s0.wp.com/latex.php?latex=A+%5Cleftarrow+X+%5Crightarrow+B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='A &#92;leftarrow X &#92;rightarrow B' title='A &#92;leftarrow X &#92;rightarrow B' class='latex' />.  The 2-morphisms have an analogous structure.  The point is that there&#8217;s a 2-functor <img src='http://s0.wp.com/latex.php?latex=%5CLambda+%3A+Span%28Gpd%29+%5Crightarrow+2Vect&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Lambda : Span(Gpd) &#92;rightarrow 2Vect' title='&#92;Lambda : Span(Gpd) &#92;rightarrow 2Vect' class='latex' /> which is takes representations of groupoids, at the level of objects; for morphisms, there is a &#8220;pull-push&#8221; operation that just uses the restricted and induced representation functors to move a representation across a span; the non-trivial (but still universal) bit is the 2-morphism map, which uses the fact that the restriction and induction functors are bi-ajdoint, so there are units and counits to use.  A construction using gauge theory gives groupoids of connections and gauge transformations for each manifold or cobordism.  This recovers a form of the Dijkgraaf-Witten model.  In principle, though, any way of getting a groupoid (really, a stack) associated to a space functorially will give an ETQFT this way.  I finished up by suggesting what would need to be done to extend this up to higher codimension.  To go to codimension 3, one would assign an object (codimension-3 manifold) a 3-vector space which is a representation 2-category of 2-groupoids of connections valued in 2-groups, and so on.  There are some theorems about representations of n-groupoids which would need to be proved to make this work.</p>
<p>The fact that different constructions can give groupoids for spaces was used by the next speaker, <strong>Thomas Nicklaus</strong>, whose <a href="http://www.math.uni-hamburg.de/home/nikolaus/DWTalk.pdf">talk</a> described another construction that uses the <img src='http://s0.wp.com/latex.php?latex=%5CLambda&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Lambda' title='&#92;Lambda' class='latex' /> I mentioned above.  This one produces &#8220;Equivariant Dijkgraaf-Witten Theory&#8221;.  The point is that one gets groupoids for spaces in a new way.  Before, we had, for a space <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> a groupoid <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BA%7D_G%28M%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{A}_G(M)' title='&#92;mathcal{A}_G(M)' class='latex' /> whose objects are <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-connections (or, put another way, bundles-with-connection) and whose morphisms are gauge transformations.  Now we suppose that there&#8217;s some group <img src='http://s0.wp.com/latex.php?latex=J&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='J' title='J' class='latex' /> which acts weakly (i.e. an action defined up to isomorphism) on <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BA%7D_G%28M%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{A}_G(M)' title='&#92;mathcal{A}_G(M)' class='latex' />.  We think of this as describing &#8220;twisted bundles&#8221; over <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />.  This is described by a quotient stack <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BA%7D_G+%2F%2F+J&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{A}_G // J' title='&#92;mathcal{A}_G // J' class='latex' /> (which, as a groupoid, gets some extra isomorphisms showing where two objects are related by the <img src='http://s0.wp.com/latex.php?latex=J&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='J' title='J' class='latex' />-action).  So this gives a new map <img src='http://s0.wp.com/latex.php?latex=nCob+%5Crightarrow+Span%28Gpd%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='nCob &#92;rightarrow Span(Gpd)' title='nCob &#92;rightarrow Span(Gpd)' class='latex' />, and applying <img src='http://s0.wp.com/latex.php?latex=%5CLambda&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Lambda' title='&#92;Lambda' class='latex' /> gives a TQFT.  The generating objects for the resulting 2-vector space are &#8220;twisted sectors&#8221; of the equivariant DW model.  There was some more to the talk, including a description of how the DW model can be further mutated using a cocycle in the group cohomology of <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />, but I&#8217;ll let you look at the slides for that.</p>
<p>Next up was <strong>Jamie Vicary</strong>, who was talking about &#8220;(1,2,3)-TQFT&#8221;, which is another term for what I called &#8220;Extended&#8221; TQFT above, but specifying that the objects are 1-manifolds, the morphisms 2-manifolds, and the 2-morphisms are 3-manifolds.  He was talking about a theorem that identifies oriented TQFT&#8217;s of this sort with &#8220;anomaly-free modular tensor categories&#8221; &#8211; which is widely believed, but in fact harder than commonly thought.  It&#8217;s easy enough that such a TQFT <img src='http://s0.wp.com/latex.php?latex=Z&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Z' title='Z' class='latex' /> corresponds to a MTC &#8211; it&#8217;s the category <img src='http://s0.wp.com/latex.php?latex=Z%28S%5E1%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Z(S^1)' title='Z(S^1)' class='latex' /> assigned to the circle.  What&#8217;s harder is showing that the TQFT&#8217;s are equivalent functors iff the categories are equivalent.  This boils down, historically, to the difficulty of showing the category is rigid.  Jamie was talking about a project with Bruce Bartlett and Chris Schommer-Pries, whose presentation of the cobordism category (described in the school post) was the basis of their proof.</p>
<p>Part of it amounts to giving a description of the TQFT in terms of certain string diagrams.  Jamie kindly credited me with describing this point of view to him: that the codimension-2 manifolds in a TQFT can be thought of as &#8220;boundaries in space&#8221; &#8211; codimension-1 manifolds are either time-evolving boundaries, or else slices of space in which the boundaries live; top-dimension cobordisms are then time-evolving slices of space-with-boundary.  (This should be only a heuristic way of thinking &#8211; certainly a generic TQFT has no literal notion of &#8220;time-evolution&#8221;, though in that (2+1) quantum gravity can be seen as a TQFT, there&#8217;s at least one case where this picture could be taken literally.)  Then part of their proof involves showing that the cobordisms can be characterized by taking vector spaces on the source and target manifolds spanned by the generating objects, and finding the functors assigned to cobordisms in terms of sums over all &#8220;string diagrams&#8221; (particle worldlines, if you like) bounded by the evolving boundaries.  Jamie described this as a &#8220;topological path integral&#8221;.  Then one has to describe the string diagram calculus &#8211; ridigidy follows from the &#8220;yanking&#8221; rule, for instance, and this follows from Morse theory as in Chris&#8217; presentation of the cobordism category.</p>
<p>There was a little more discussion about what the various properties (proved in a similar way) imply.  One is &#8220;cloaking&#8221; &#8211; the fact that a 2-morphism which &#8220;creates a handle&#8221; is invisible to the string diagrams in the sense that it introduces a sum over all diagrams with a string &#8220;looped&#8221; around the new handle, but this sum gives a result that&#8217;s equal to the original map (in any &#8220;pivotal&#8221; tensor category, as here).</p>
<p>Chronologically before all these, one of the first talks on such a topic was by <strong>Rafael Diaz</strong>, on <a href="http://arxiv.org/pdf/math/0509532v2">Homological Quantum Field Theory</a>, or HLQFT for short, which is a rather different sort of construction.  Remember that Homotopy QFT, as described in my summary of Tim Porter&#8217;s school sessions, is about linear representations of what I&#8217;ll for now call <img src='http://s0.wp.com/latex.php?latex=Cob%28d%2CB%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Cob(d,B)' title='Cob(d,B)' class='latex' />, whose morphisms are <img src='http://s0.wp.com/latex.php?latex=d&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='d' title='d' class='latex' />-dimensional cobordisms equipped with maps into a space <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' /> up to homotopy.  HLQFT instead considers cobordisms equipped with maps taken up to <em>homology</em>.</p>
<p>Specifically, there&#8217;s some space <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, say a manifold, with some distinguished submanifolds (possibly boundary components; possibly just embedded submanifolds; possibly even all of <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> for a degenerate case).  Then we define <img src='http://s0.wp.com/latex.php?latex=Cob_d%5EM&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Cob_d^M' title='Cob_d^M' class='latex' /> to have objects which are <img src='http://s0.wp.com/latex.php?latex=%28d-1%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(d-1)' title='(d-1)' class='latex' />-manifolds equipped with maps into <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> which land on the distinguished submanifolds (to make composition work nicely, we in fact assume they map to a single point).  Morphisms in <img src='http://s0.wp.com/latex.php?latex=Cob_d%5EM&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Cob_d^M' title='Cob_d^M' class='latex' /> are trickier, and look like <img src='http://s0.wp.com/latex.php?latex=%28N%2C%5Calpha%2C+%5Cxi%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(N,&#92;alpha, &#92;xi)' title='(N,&#92;alpha, &#92;xi)' class='latex' />: a cobordism <img src='http://s0.wp.com/latex.php?latex=N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N' title='N' class='latex' /> in this category is likewise equipped with a map <img src='http://s0.wp.com/latex.php?latex=%5Calpha&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;alpha' title='&#92;alpha' class='latex' /> from its <em>boundary</em> into <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> which recovers the maps on its objects.  That <img src='http://s0.wp.com/latex.php?latex=%5Cxi&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;xi' title='&#92;xi' class='latex' /> is a <em>homology class</em> of maps from <img src='http://s0.wp.com/latex.php?latex=N&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='N' title='N' class='latex' /> to <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, which agrees with <img src='http://s0.wp.com/latex.php?latex=%5Calpha&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;alpha' title='&#92;alpha' class='latex' />.  This forms a monoidal category as with standard cobordisms.  Then HLQFT is about representations of this category.  One simple case Rafael described is the dimension-1 case, where objects are (ordered sets of) points equipped with maps that pick out chosen submanifolds of <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, and morphisms are just braids equipped with homology classes of &#8220;paths&#8221; joining up the source and target submanifolds.  Then a representation might, e.g., describe how to evolve a homology class on the starting manifold to one on the target by transporting along such a path-up-to-homology.  In higher dimensions, the evolution is naturally more complicated.</p>
<p>A slightly looser fit to this section is the talk by <strong>Thomas Krajewski</strong>, &#8220;Quasi-Quantum Groups from Strings&#8221; (see <a href="http://arxiv.org/abs/hep-th/0612105">this</a>) &#8211; he was talking about how certain algebraic structures arise from &#8220;string worldsheets&#8221;, which are another way to describe cobordisms.  This does somewhat resemble the way an algebraic structure (Frobenius algebra) is related to a 2D TQFT, but here the string worldsheets are interacting with 3-form field, <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' /> (the curvature of that 2-form field <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' /> of string theory) and things needn&#8217;t be topological, so the result is somewhat different.</p>
<p>Part of the point is that quantizing such a thing gives a higher version of what happens for quantizing a moving particle in a gauge field.  In the particle case, one comes up with a line bundle (of which sections form the Hilbert space) and in the string case one comes up with a gerbe; for the particle, this involves associated 2-cocycle, and for the string a 3-cocycle; for the particle, one ends up producing a twisted group algebra, and for the string, this is where one gets a &#8220;quasi-quantum group&#8221;.  The algebraic structures, as in the TQFT situation, come from, for instance, the &#8220;pants&#8221; cobordism which gives a multiplication and a comultiplication (by giving maps <img src='http://s0.wp.com/latex.php?latex=H+%5Cotimes+H+%5Crightarrow+H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H &#92;otimes H &#92;rightarrow H' title='H &#92;otimes H &#92;rightarrow H' class='latex' /> or the reverse, where <img src='http://s0.wp.com/latex.php?latex=H&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H' title='H' class='latex' /> is the object assigned to a circle).</p>
<p>There is some machinery along the way which I won&#8217;t describe in detail, except that it involves a tricomplex of forms &#8211; the gradings being form degree, the degree of a cocycle for group cohomology, and the number of overlaps.  As observed before, gerbes and their higher versions have transition functions on higher numbers of overlapping local neighborhoods than mere bundles.  (See the paper above for more)</p>
<h2>Higher Gauge Theory</h2>
<p>The talks I&#8217;ll summarize here touch on various aspects of higher-categorical connections or 2-groups (though at least one I&#8217;ll put off until later).  The division between this and the section on gerbes is a little arbitrary, since of course they&#8217;re deeply connected, but I&#8217;m making some judgements about emphasis or P.O.V. here.</p>
<p>Apart from giving lectures in the school sessions, <strong>John Huerta</strong> also spoke on &#8220;Higher Supergroups for String Theory&#8221;, which brings &#8220;super&#8221; (i.e. <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BZ%7D_2&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{Z}_2' title='&#92;mathbb{Z}_2' class='latex' />-graded) objects into higher gauge theory.  There are &#8220;super&#8221; versions of vector spaces and manifolds, which decompose into &#8220;even&#8221; and &#8220;odd&#8221; graded parts (a.k.a. &#8220;bosonic&#8221; and &#8220;fermionic&#8221; parts).  Thus there are &#8220;super&#8221; variants of Lie algebras and Lie groups, which are like the usual versions, except commutation properties have to take signs into account (e.g. a Lie superalgebra&#8217;s bracket is commutative if the product of the grades of two vectors is odd, anticommutative if it&#8217;s even).  Then there are Lie 2-algebras and 2-groups as well &#8211; categories internal to this setting.  The initial question has to do with whether one can integrate some Lie 2-algebra structures to Lie 2-group structures on a spacetime, which depends on the existence of some globally smooth cocycles.  The point is that when spacetime is of certain special dimensions, this can work, namely dimensions 3, 4, 6, and 10.  These are all 2 more than the real dimensions of the four real division algebras, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BR%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{R}' title='&#92;mathbb{R}' class='latex' />, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BC%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{C}' title='&#92;mathbb{C}' class='latex' />, <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BH%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{H}' title='&#92;mathbb{H}' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=%5Cmathbb%7BO%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathbb{O}' title='&#92;mathbb{O}' class='latex' />.  It&#8217;s in these dimensions that Lie 2-superalgebras can be integrated to Lie 2-supergroups.  The essential reason is that a certain cocycle condition will hold because of the properties of a form on the Clifford algebras that are associated to the division algebras.  (John has some related material <a href="http://arxiv.org/abs/0909.0551">here</a> and <a href="http://arxiv.org/abs/1003.3436">here</a>, though not about the 2-group case.)</p>
<p>Since we&#8217;re talking about higher versions of Lie groups/algebras, an important bunch of concepts to categorify are those in representation theory.  <strong>Derek Wise</strong> spoke on &#8220;2-Group Representations and Geometry&#8221;, based on work with Baez, Baratin and Freidel, most fully developed <a href="http://arxiv.org/abs/0812.4969">here</a>, but summarized <a href="http://arxiv.org/abs/0910.1542">here</a>.  The point is to describe the representation theory of Lie 2-groups, in particular geometrically.  They&#8217;re to be represented on (in general, infinite-dimensional) 2-vector spaces of some sort, which is chosen to be a category of measurable fields of Hilbert spaces on some measure space, which is called <img src='http://s0.wp.com/latex.php?latex=H%5EX&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H^X' title='H^X' class='latex' /> (intended to resemble, but not exactly be the same as, <img src='http://s0.wp.com/latex.php?latex=Hilb%5EX&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Hilb^X' title='Hilb^X' class='latex' />, the space of &#8220;functors into <img src='http://s0.wp.com/latex.php?latex=Hilb&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Hilb' title='Hilb' class='latex' /> from the space <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' />, the way Kapranov-Voevodsky 2-vector spaces can be described as <img src='http://s0.wp.com/latex.php?latex=Vect%5Ek&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Vect^k' title='Vect^k' class='latex' />).  The first work on this was by <a href="http://arxiv.org/abs/math/0306440">Crane and Sheppeard</a>, and also <a href="http://arxiv.org/abs/math/0309185">Yetter</a>.  One point is that for 2-groups, we have not only representations and intertwiners between them, but 2-intertwiners between these.  One can describe these geometrically &#8211; part of which is a choice of that measure space <img src='http://s0.wp.com/latex.php?latex=%28X%2C%5Cmu%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(X,&#92;mu)' title='(X,&#92;mu)' class='latex' />.</p>
<p>This done, we can say that a representation of a 2-group is a 2-functor <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BG%7D+%5Crightarrow+H%5EX&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{G} &#92;rightarrow H^X' title='&#92;mathcal{G} &#92;rightarrow H^X' class='latex' />, where <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BG%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{G}' title='&#92;mathcal{G}' class='latex' /> is seen as a one-object 2-category.  Thinking about this geometrically, if we concretely describe <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BG%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{G}' title='&#92;mathcal{G}' class='latex' /> by the crossed module <img src='http://s0.wp.com/latex.php?latex=%28G%2CH%2C%5Crhd%2C%5Cpartial%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(G,H,&#92;rhd,&#92;partial)' title='(G,H,&#92;rhd,&#92;partial)' class='latex' />, defines an action of <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> on <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' />, and a map <img src='http://s0.wp.com/latex.php?latex=X+%5Crightarrow+H%5E%2A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X &#92;rightarrow H^*' title='X &#92;rightarrow H^*' class='latex' /> into the character group, which thereby becomes a <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-equivariant bundle.  One consequence of this description is that it becomes possible to distinguish not only irreducible representations (bundles over a single orbit) and indecomposible ones (where the fibres are particularly simple homogeneous spaces), but an intermediate notion called &#8220;irretractible&#8221; (though it&#8217;s not clear how much this provides).  An intertwining operator between reps over <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=Y&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Y' title='Y' class='latex' /> can be described in terms of a bundle of Hilbert spaces &#8211; which is itself defined over the pullback of <img src='http://s0.wp.com/latex.php?latex=X&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='X' title='X' class='latex' /> and <img src='http://s0.wp.com/latex.php?latex=Y&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Y' title='Y' class='latex' /> seen as <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-bundles over <img src='http://s0.wp.com/latex.php?latex=H%5E%2A&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H^*' title='H^*' class='latex' />.  A 2-intertwiner is a fibre-wise map between two such things.  This geometric picture specializes in various ways for particular examples of 2-groups.  A physically interesting one, which Crane and Sheppeard, and expanded on in that paper of [BBFW] up above, deals with the Poincaré 2-group, and where irreducible representations live over mass-shells in Minkowski space (or rather, the dual of <img src='http://s0.wp.com/latex.php?latex=H+%5Ccong+%5Cmathbb%7BR%7D%5E%7B3%2C1%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='H &#92;cong &#92;mathbb{R}^{3,1}' title='H &#92;cong &#92;mathbb{R}^{3,1}' class='latex' />).</p>
<p>Moving on from 2-group stuff, there were a few talks related to 3-groups and 3-groupoids.  There are some new complexities that enter here, because while (weak) 2-categories are all (bi)equivalent to strict 2-categories (where things like associativity and the interchange law for composing 2-cells hold exactly), this isn&#8217;t true for 3-categories.  The best strictification result is that any 3-category is (tri)equivalent to a Gray category &#8211; where all those properties hold exactly, except for the interchange law <img src='http://s0.wp.com/latex.php?latex=%28%5Calpha+%5Ccirc+%5Cbeta%29+%5Ccdot+%28%5Calpha+%27+%5Ccirc+%5Cbeta+%27%29+%3D+%28%5Calpha+%5Ccdot+%5Calpha+%27%29+%5Ccirc+%28%5Cbeta+%5Ccirc+%5Cbeta+%27%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(&#92;alpha &#92;circ &#92;beta) &#92;cdot (&#92;alpha &#039; &#92;circ &#92;beta &#039;) = (&#92;alpha &#92;cdot &#92;alpha &#039;) &#92;circ (&#92;beta &#92;circ &#92;beta &#039;)' title='(&#92;alpha &#92;circ &#92;beta) &#92;cdot (&#92;alpha &#039; &#92;circ &#92;beta &#039;) = (&#92;alpha &#92;cdot &#92;alpha &#039;) &#92;circ (&#92;beta &#92;circ &#92;beta &#039;)' class='latex' /> for horizontal and vertical compositions of 2-cells, which is replaced by an &#8220;interchanger&#8221; isomorphism with some coherence properties.  <strong>John Barrett</strong> gave an introduction to this idea and spoke about &#8220;Diagrams for Gray Categories&#8221;, describing how to represent morphisms, 2-morphisms, and 3-morphisms in terms of higher versions of &#8220;string&#8221; diagrams involving (piecewise linear) surfaces satisfying some properties.  He also carefully explained how to reduce the dimensions in order to make them both clearer and easier to draw.  <strong>Bjorn Gohla</strong> spoke on &#8220;Mapping Spaces for Gray Categories&#8221;, but since it was essentially a shorter version of a talk I&#8217;ve <a href="http://theoreticalatlas.wordpress.com/2010/11/19/talk-on-tricategories-and-trifunctors-for-higher-gauge-theory/">already posted about</a>, I&#8217;ll leave that for now, except to point out that it linked to the talk by <strong>Joao Faria Martins</strong>, &#8220;3D Holonomy&#8221; (though see also <a href="http://arxiv.org/abs/0907.2566">this paper</a> with Roger Picken).</p>
<p>The point in Joao&#8217;s talk starts with the fact that we can describe holonomies for 3-connections on 3-bundles valued in Gray-groups (i.e. the maximally strict form of a general 3-group) in terms of Gray-functors <img src='http://s0.wp.com/latex.php?latex=hol%3A+%5CPi_3%28M%29+%5Crightarrow+%5Cmathcal%7BG%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='hol: &#92;Pi_3(M) &#92;rightarrow &#92;mathcal{G}' title='hol: &#92;Pi_3(M) &#92;rightarrow &#92;mathcal{G}' class='latex' />.  Here, <img src='http://s0.wp.com/latex.php?latex=%5CPi_3%28M%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Pi_3(M)' title='&#92;Pi_3(M)' class='latex' /> is the fundamental 3-groupoid of <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, which turns points, paths, homotopies of paths, and homotopies of homotopies into a Gray groupoid (modulo some technicalities about &#8220;thin&#8221; or &#8220;laminated&#8221;  homotopies) and <img src='http://s0.wp.com/latex.php?latex=%5Cmathcal%7BG%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;mathcal{G}' title='&#92;mathcal{G}' class='latex' /> is a gauge Gray-group.  Just as a 2-group can be represented by a crossed module, a Gray (3-)group can be represented by a &#8220;2-crossed module&#8221; (yes, the <a href="http://en.wikipedia.org/wiki/Off-by-one_error#Fencepost_error">level shift</a> in the terminology is occasionally confusing).  This is a chain of groups <img src='http://s0.wp.com/latex.php?latex=L+%5Cstackrel%7B%5Cdelta%7D%7B%5Crightarrow%7D+E+%5Cstackrel%7B%5Cpartial%7D%7B%5Crightarrow%7D+G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='L &#92;stackrel{&#92;delta}{&#92;rightarrow} E &#92;stackrel{&#92;partial}{&#92;rightarrow} G' title='L &#92;stackrel{&#92;delta}{&#92;rightarrow} E &#92;stackrel{&#92;partial}{&#92;rightarrow} G' class='latex' />, where <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' /> acts on the other groups, together with some structure maps (for instance, the Peiffer commutator for a crossed module becomes a lifting <img src='http://s0.wp.com/latex.php?latex=%5C%7B+%2C%5C%7D+%3A+E+%5Ctimes+E+%5Crightarrow+L&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;{ ,&#92;} : E &#92;times E &#92;rightarrow L' title='&#92;{ ,&#92;} : E &#92;times E &#92;rightarrow L' class='latex' />) which all fit together nicely.  Then a tri-connection can be given locally by forms valued in the Lie algebras of these groups: <img src='http://s0.wp.com/latex.php?latex=%28%5Comega+%2C+m+%2C%5Ctheta%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(&#92;omega , m ,&#92;theta)' title='(&#92;omega , m ,&#92;theta)' class='latex' /> in  <img src='http://s0.wp.com/latex.php?latex=%5COmega%5E1+%28M%2C%5Cmathfrak%7Bg%7D+%29+%5Ctimes+%5COmega%5E2+%28M%2C%5Cmathfrak%7Be%7D%29+%5Ctimes+%5COmega%5E3%28M%2C%5Cmathfrak%7Bl%7D%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Omega^1 (M,&#92;mathfrak{g} ) &#92;times &#92;Omega^2 (M,&#92;mathfrak{e}) &#92;times &#92;Omega^3(M,&#92;mathfrak{l})' title='&#92;Omega^1 (M,&#92;mathfrak{g} ) &#92;times &#92;Omega^2 (M,&#92;mathfrak{e}) &#92;times &#92;Omega^3(M,&#92;mathfrak{l})' class='latex' />.  Relating the global description in terms of <img src='http://s0.wp.com/latex.php?latex=hol&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='hol' title='hol' class='latex' /> and local description in terms of <img src='http://s0.wp.com/latex.php?latex=%28%5Comega%2C+m%2C+%5Ctheta%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(&#92;omega, m, &#92;theta)' title='(&#92;omega, m, &#92;theta)' class='latex' /> is a matter of integrating forms over paths, surfaces, or 3-volumes that give the various <img src='http://s0.wp.com/latex.php?latex=j&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='j' title='j' class='latex' />-morphisms of <img src='http://s0.wp.com/latex.php?latex=%5CPi_3%28M%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;Pi_3(M)' title='&#92;Pi_3(M)' class='latex' />.  This sort of construction of parallel transport as functor has been developed in detail by Waldorf and Schreiber (viz. <a href="http://www.konradwaldorf.de/docs/ottawa.pdf">these slides</a>, or the <a href="http://arxiv.org/abs/0705.0452">full paper</a>), some time ago, which is why, thematically, they&#8217;re the next two speakers I&#8217;ll summarize.</p>
<p><strong>Konrad Waldorf </strong>spoke about &#8220;Abelian Gauge Theories on Loop Spaces and their Regression&#8221;.  (For more, see <a href="http://arxiv.org/abs/0911.3212">two</a> <a href="http://arxiv.org/abs/1004.0031">papers</a> by Konrad on this)  The point here is that there is a relation between two kinds of theories &#8211; string theory (with <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' />-field) on a manifold <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, and ordinary <img src='http://s0.wp.com/latex.php?latex=U%281%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U(1)' title='U(1)' class='latex' /> gauge theory on its loop space <img src='http://s0.wp.com/latex.php?latex=LM&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='LM' title='LM' class='latex' />.  The relation between them goes by the name &#8220;regression&#8221; (passing from gauge theory on <img src='http://s0.wp.com/latex.php?latex=LM&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='LM' title='LM' class='latex' /> to string theory on <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />), or &#8220;transgression&#8221;, going the other way.  This amounts to showing an equivalence of categories between [principal <img src='http://s0.wp.com/latex.php?latex=U%281%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U(1)' title='U(1)' class='latex' />-bundles with connection on <img src='http://s0.wp.com/latex.php?latex=LM&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='LM' title='LM' class='latex' />] and [<img src='http://s0.wp.com/latex.php?latex=U%281%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U(1)' title='U(1)' class='latex' />-gerbes with connection on <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />].  This nicely gives a way of seeing how gerbes &#8220;categorify&#8221; bundles, since passing to the loop space &#8211; whose points are maps <img src='http://s0.wp.com/latex.php?latex=S%5E1+%5Crightarrow+M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='S^1 &#92;rightarrow M' title='S^1 &#92;rightarrow M' class='latex' /> means a holonomy functor is now looking at objects (points in <img src='http://s0.wp.com/latex.php?latex=LM&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='LM' title='LM' class='latex' />) which would be morphisms in the fundamental groupoid of <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' />, and morphisms which are paths of loops (surfaces in <img src='http://s0.wp.com/latex.php?latex=M&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='M' title='M' class='latex' /> which trace out homotopies).  So things are shifted by one level.  Anyway, Konrad explained how this works in more detail, and how it should be interpreted as relating connections on loop space to the <img src='http://s0.wp.com/latex.php?latex=B&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='B' title='B' class='latex' />-field in string theory.</p>
<p><strong>Urs Schreiber</strong> kicked the whole categorification program up a notch by talking about <img src='http://s0.wp.com/latex.php?latex=%5Cinfty&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;infty' title='&#92;infty' class='latex' />-Connections and their Chern-Simons Functionals .  So now we&#8217;re getting up into <a href="http://www.math.uni-bonn.de/~mgroth/InfinityCategories.pdf"><img src='http://s0.wp.com/latex.php?latex=%5Cinfty&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;infty' title='&#92;infty' class='latex' />-categories</a>, and particularly <img src='http://s0.wp.com/latex.php?latex=%5Cinfty&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;infty' title='&#92;infty' class='latex' />-toposes (see Jacob Lurie&#8217;s <a href="http://arxiv.org/abs/math/0306109">paper</a>, or even <a href="http://arxiv.org/abs/math.CT/0608040">book</a> if so inclined to find out what these are), and in particular a &#8220;cohesive topos&#8221;, where derived geometry can be developed (Urs suggested people look <a href="http://golem.ph.utexas.edu/category/2010/11/structures_in_a_cohesive_topos.html">here</a>, where a bunch of background is collected). The point is that <img src='http://s0.wp.com/latex.php?latex=%5Cinfty&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;infty' title='&#92;infty' class='latex' />-topoi are good for talking about homotopy theory.  We want a setting which allows all that structure, but also allows us to do differential geometry and derived geometry.  So there&#8217;s a &#8220;cohesive&#8221; <img src='http://s0.wp.com/latex.php?latex=%5Cinfty&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;infty' title='&#92;infty' class='latex' />-topos called <img src='http://s0.wp.com/latex.php?latex=Smooth%5Cinfty+Gpds&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Smooth&#92;infty Gpds' title='Smooth&#92;infty Gpds' class='latex' />, of &#8220;sheaves&#8221; (in the <img src='http://s0.wp.com/latex.php?latex=%5Cinfty&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;infty' title='&#92;infty' class='latex' />-topos sense) of <img src='http://s0.wp.com/latex.php?latex=%5Cinfty&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;infty' title='&#92;infty' class='latex' />-groupoids on smooth manifolds.  This setting is the minimal common generalization of homotopy theory and differential geometry.</p>
<p>This is about a higher analog of this setup: since there&#8217;s a smooth classifying space (in fact, a Lie groupoid) for <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-bundles, <img src='http://s0.wp.com/latex.php?latex=BG&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='BG' title='BG' class='latex' />, there&#8217;s also an equivalence between categories <img src='http://s0.wp.com/latex.php?latex=G-Bund&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G-Bund' title='G-Bund' class='latex' /> of <img src='http://s0.wp.com/latex.php?latex=G&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='G' title='G' class='latex' />-principal bundles, and <img src='http://s0.wp.com/latex.php?latex=SmoothGpd%28X%2CBG%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='SmoothGpd(X,BG)' title='SmoothGpd(X,BG)' class='latex' /> (of functors into <img src='http://s0.wp.com/latex.php?latex=BG&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='BG' title='BG' class='latex' />).  Moreover, there&#8217;s a similar setup with <img src='http://s0.wp.com/latex.php?latex=BG_%7Bconn%7D&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='BG_{conn}' title='BG_{conn}' class='latex' /> for bundles with connection.  This can be described topologically, or there&#8217;s also a &#8220;differential refinement&#8221; to talk about the smooth situation.  This equivalence lives within a category of (smooth) sheaves of groupoids.  For higher gauge theory, we want a higher version as in <img src='http://s0.wp.com/latex.php?latex=Smooth+%5Cinfty+Gpds&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='Smooth &#92;infty Gpds' title='Smooth &#92;infty Gpds' class='latex' /> described above.  Then we should get an equivalence &#8211; in this cohesive topos &#8211; of <img src='http://s0.wp.com/latex.php?latex=hom%28X%2CB%5En+U%281%29%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='hom(X,B^n U(1))' title='hom(X,B^n U(1))' class='latex' /> and a category of <img src='http://s0.wp.com/latex.php?latex=U%281%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U(1)' title='U(1)' class='latex' />-<img src='http://s0.wp.com/latex.php?latex=%28n-1%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='(n-1)' title='(n-1)' class='latex' />-gerbes.</p>
<p>Then the part about the  &#8220;Chern-Simons functionals&#8221; refers to the fact that CS theory for a manifold (which is a kind of TQFT) is built using an action functional that is found as an integral of the forms that describe some <img src='http://s0.wp.com/latex.php?latex=U%281%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U(1)' title='U(1)' class='latex' />-connection over the manifold.  (Then one does a path-integral of this functional over all connections to find partition functions etc.)  So the idea is that for these higher <img src='http://s0.wp.com/latex.php?latex=U%281%29&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='U(1)' title='U(1)' class='latex' />-gerbes, whose classifying spaces we&#8217;ve just described, there should be corresponding functionals.  This is why, as Urs remarked in wrapping up, this whole picture has an explicit presentation in terms of forms.  Actually, in terms of Cech-cocycles (due to the fact we&#8217;re talking about gerbes), whose coefficients are taken in sheaves of complexes (this is the derived geometry part) of differential forms whose coefficients are in <img src='http://s0.wp.com/latex.php?latex=L_%5Cinfty&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='L_&#92;infty' title='L_&#92;infty' class='latex' />-algebroids (the <img src='http://s0.wp.com/latex.php?latex=%5Cinfty&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;infty' title='&#92;infty' class='latex' />-groupoid version of Lie algebras, since in general we&#8217;re talking about a theory with gauge <img src='http://s0.wp.com/latex.php?latex=%5Cinfty&amp;bg=ffffff&amp;fg=29303b&amp;s=0' alt='&#92;infty' title='&#92;infty' class='latex' />-groupoids now).</p>
<p>Whew!  Okay, that&#8217;s enough for this post.  Next time, wrapping up blogging the workshop, finally.</p>
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