An Australian Conspectus of Higher Categories∗
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Experience Implementing a Performant Category-Theory Library in Coq
Experience Implementing a Performant Category-Theory Library in Coq Jason Gross, Adam Chlipala, and David I. Spivak Massachusetts Institute of Technology, Cambridge, MA, USA [email protected], [email protected], [email protected] Abstract. We describe our experience implementing a broad category- theory library in Coq. Category theory and computational performance are not usually mentioned in the same breath, but we have needed sub- stantial engineering effort to teach Coq to cope with large categorical constructions without slowing proof script processing unacceptably. In this paper, we share the lessons we have learned about how to repre- sent very abstract mathematical objects and arguments in Coq and how future proof assistants might be designed to better support such rea- soning. One particular encoding trick to which we draw attention al- lows category-theoretic arguments involving duality to be internalized in Coq's logic with definitional equality. Ours may be the largest Coq development to date that uses the relatively new Coq version developed by homotopy type theorists, and we reflect on which new features were especially helpful. Keywords: Coq · category theory · homotopy type theory · duality · performance 1 Introduction Category theory [36] is a popular all-encompassing mathematical formalism that casts familiar mathematical ideas from many domains in terms of a few unifying concepts. A category can be described as a directed graph plus algebraic laws stating equivalences between paths through the graph. Because of this spar- tan philosophical grounding, category theory is sometimes referred to in good humor as \formal abstract nonsense." Certainly the popular perception of cat- egory theory is quite far from pragmatic issues of implementation. -
Parametrized Higher Category Theory
Parametrized higher category theory Jay Shah MIT May 1, 2017 Jay Shah (MIT) Parametrized higher category theory May 1, 2017 1 / 32 Answer: depends on the class of weak equivalences one inverts in the larger category of G-spaces. Inverting the class of maps that induce a weak equivalence of underlying spaces, X ; the homotopy type of the underlying space X , together with the homotopy coherent G-action. Can extract homotopy fixed points and hG orbits X , XhG from this. Equivariant homotopy theory Let G be a finite group and let X be a topological space with G-action (e.g. G = C2 and X = U(n) with the complex conjugation action). What is the \homotopy type" of X ? Jay Shah (MIT) Parametrized higher category theory May 1, 2017 2 / 32 Inverting the class of maps that induce a weak equivalence of underlying spaces, X ; the homotopy type of the underlying space X , together with the homotopy coherent G-action. Can extract homotopy fixed points and hG orbits X , XhG from this. Equivariant homotopy theory Let G be a finite group and let X be a topological space with G-action (e.g. G = C2 and X = U(n) with the complex conjugation action). What is the \homotopy type" of X ? Answer: depends on the class of weak equivalences one inverts in the larger category of G-spaces. Jay Shah (MIT) Parametrized higher category theory May 1, 2017 2 / 32 Equivariant homotopy theory Let G be a finite group and let X be a topological space with G-action (e.g. -
Yoneda's Lemma for Internal Higher Categories
YONEDA'S LEMMA FOR INTERNAL HIGHER CATEGORIES LOUIS MARTINI Abstract. We develop some basic concepts in the theory of higher categories internal to an arbitrary 1- topos. We define internal left and right fibrations and prove a version of the Grothendieck construction and of Yoneda's lemma for internal categories. Contents 1. Introduction 2 Motivation 2 Main results 3 Related work 4 Acknowledgment 4 2. Preliminaries 4 2.1. General conventions and notation4 2.2. Set theoretical foundations5 2.3. 1-topoi 5 2.4. Universe enlargement 5 2.5. Factorisation systems 8 3. Categories in an 1-topos 10 3.1. Simplicial objects in an 1-topos 10 3.2. Categories in an 1-topos 12 3.3. Functoriality and base change 16 3.4. The (1; 2)-categorical structure of Cat(B) 18 3.5. Cat(S)-valued sheaves on an 1-topos 19 3.6. Objects and morphisms 21 3.7. The universe for groupoids 23 3.8. Fully faithful and essentially surjective functors 26 arXiv:2103.17141v2 [math.CT] 2 May 2021 3.9. Subcategories 31 4. Groupoidal fibrations and Yoneda's lemma 36 4.1. Left fibrations 36 4.2. Slice categories 38 4.3. Initial functors 42 4.4. Covariant equivalences 49 4.5. The Grothendieck construction 54 4.6. Yoneda's lemma 61 References 71 Date: May 4, 2021. 1 2 LOUIS MARTINI 1. Introduction Motivation. In various areas of geometry, one of the principal strategies is to study geometric objects by means of algebraic invariants such as cohomology, K-theory and (stable or unstable) homotopy groups. -
Low-Dimensional Internal Categorial Structures in Weakly Mal'cev
Low-dimensional internal categorial structures in weakly Mal'cev sesquicategories N. Martins-Ferreira Polytechnic Institute of Leiria Thesis Presented for the Degree of DOCTOR OF PHILOSOPHY in the Department of Mathematics and Applied Mathematics UNIVERSITY OF CAPE TOWN June 3, 2008 ii Abstract In this work, the author introduces pseudocategory as a generalization for an internal category in dimension 2. First, a pseudocategory is de- ¯ned [Ch1]1 as a system, consisting of a precategory diagram together with special 2-cells in a 2-category, satisfying some coherence conditions: if the 2-category is of the form Cat(B), of internal categories, internal functors and internal natural transformations in some category B, then a pseudocategory in (internal to) Cat(B) simultaneously generalizes internal bicategory in B and internal double-category in B (it is a pseudo-double- category in B, using the terminology of M. Grandis and R. Par¶e);later, a pseudocategory is considered in the more general context of a sesquicate- gory [Ch2], with one of the main results of this thesis being the description of pseudocategories in (internal to) a weakly Mal'cev sesquicategory [Ch9]. The notions of weakly Mal'cev category and weakly Mal'cev sesquicat- egory are also new concepts that are introduced here. Weakly Mal'cev categories, generalize Mal'cev categories, and seem to be an appropriate setting for the study of internal categories and precategories: an internal category (here, as in a Mal'cev category) is completely determined by its underlying reflexive graph; but (here, unlike in a Mal'cev category) not every internal category is an internal groupoid [Ch3]. -
Exposé I – Elements of Parametrized Higher Category Theory
PARAMETRIZED HIGHER CATEGORY THEORY AND HIGHER ALGEBRA: EXPOSÉ I – ELEMENTS OF PARAMETRIZED HIGHER CATEGORY THEORY CLARK BARWICK, EMANUELE DOTTO, SAUL GLASMAN, DENIS NARDIN, AND JAY SHAH Abstract. We introduce the basic elements of the theory of parametrized ∞-categories and functors between them. These notions are defined as suitable fibrations of ∞-categories and functors between them. We give as many examples as we are able at this stage. Simple operations, such as the formation of opposites and the formation of functor ∞-categories, become slightly more involved in the parametrized setting, but we explain precisely how to perform these constructions. All of these constructions can be performed explicitly, without resorting to such acts of desperation as straightening. The key results of this Exposé are: (1) a universal characterization of the 푇-∞-category of 푇-objects in any ∞-category, (2) the existence of an internal Hom for 푇-∞-categories, and (3) a parametrized Yoneda lemma. Contents 1. Parametrized ∞-categories 1 2. Examples of parametrized ∞-categories 3 3. Parametrized opposites 7 4. Parametrized subcategories 7 5. Constructing 푇-∞-categories via pairings 8 6. A technical result: the strong pushforward 9 7. 푇-objects in ∞-categories 11 8. Parametrized fibrations 14 9. Parametrized functor categories 15 10. The parametrized Yoneda embedding 19 Appendix A. Notational glossary 20 References 21 1. Parametrized ∞-categories Suppose 퐺 a finite group. At a minimum, a 퐺-∞-category should consist of an ∞- category 퐶 along with a weak action 휌 of 퐺. In particular, for every element 푔 ∈ 퐺, one should have an equivalence 휌(푔)∶ 퐶 ∼ 퐶, and for every 푔, ℎ ∈ 퐺, one should have a natu- ral equivalence 휌(푔ℎ) ≃ 휌(푔) ∘ 휌(ℎ), and these natural equivalences should then in turn be constrained by an infinite family of homotopies that express the higher associativity of 휌. -
The Periodic Table of N-Categories for Low Dimensions I: Degenerate Categories and Degenerate Bicategories Draft
The periodic table of n-categories for low dimensions I: degenerate categories and degenerate bicategories draft Eugenia Cheng and Nick Gurski Department of Mathematics University of Chicago E-mail: [email protected], [email protected] July 2005 Abstract We examine the periodic table of weak n-categories for the low-dimensional cases. It is widely understood that degenerate categories give rise to monoids, doubly degenerate bicategories to commutative monoids, and degenerate bicategories to monoidal categories; however, to understand this correspondence fully we examine the totalities of such structures to- gether with maps between them and higher maps between those. Cate- gories naturally form a 2-category Cat so we take the full sub-2-category of this whose 0-cells are the degenerate categories. Monoids naturally form a category, but we regard this as a discrete 2-category to make the comparison. We show that this construction does not yield a biequiva- lence; to get an equivalence we ignore the natural transformations and consider only the category of degenerate categories. A similar situation occurs for degenerate bicategories. The tricategory of such does not yield an equivalence with monoidal categories; we must consider only the cate- gories of such structures. For doubly degenerate bicategories the tricate- gory of such is not naturally triequivalent to the category of commutative monoids (regarded as a tricategory). However in this case considering just the categories does not give an equivalence either; to get an equivalence we consider the bicategory of doubly degenerate bicategories. We conclude with a hypothesis about how the above cases might generalise for n-fold degenerate n-categories. -
Extended Tqft, Gauge Theory, and 2-Linearization 11
EXTENDED TQFT, GAUGE THEORY, AND 2-LINEARIZATION JEFFREY C. MORTON Abstract. In this paper, we describe a relation between a categorical quan- tization construction, called \2-linearization", and extended topological quan- tum field theory (ETQFT). This is a weak 2-functor ZG : nCob2 ! 2Vect valued in (Kapranov-Voevodsky) 2-vector spaces. The 2-linearization process assigns 2-vector spaces to (finite) groupoids, and structure-preserving functors between them to spans of groupoids. By combining this with a topological gauge theory with finite gauge group G, the ETQFT obtained is the (un- twisted) Dijkgraaf-Witten model associated to G, extended to manifolds with boundary as described by Freed. This construction is related to the \quanti- zation" functors of Freed, Hopkins, Lurie and Teleman. We give some explicit examples and calculations of invariants, and described some consequences. We then describe how to extend the 2-linearization process to accommodate the twisted DW model. 1. Introduction This paper demonstrates a construction of an extended topological quantum field theory (ETQFT), associated to any finite group G, by means of a 2-functor Λ, called \2-linearization", described by the author in [36], and a \twisted" form of Λ introduced here. Th 2-functor Λ takes finite groupoids to 2-vector spaces, spans of such groupoids to 2-linear maps, and spans of spans to natural transformations. The twisted variant behaves similarly for a 2-category where the groupoids carry some cocycle data. The ETQFT ZG defined here is related to a topological gauge theory and in particular the Dijkgraaf-Witten model. This paper has three main objectives: to show how Λ gives a categorical inter- pretation of well-known constructions; to provide a physically-motivated interpre- tation of Λ; and to draw on this motivation to see how to generalize Λ to the more physically meaningful \twisted" case. -
UC Berkeley UC Berkeley Electronic Theses and Dissertations
UC Berkeley UC Berkeley Electronic Theses and Dissertations Title Smooth Field Theories and Homotopy Field Theories Permalink https://escholarship.org/uc/item/8049k3bs Author Wilder, Alan Cameron Publication Date 2011 Peer reviewed|Thesis/dissertation eScholarship.org Powered by the California Digital Library University of California Smooth Field Theories and Homotopy Field Theories by Alan Cameron Wilder A dissertation submitted in partial satisfaction of the requirements for the degree of Doctor of Philosophy in Mathematics in the Graduate Division of the University of California, Berkeley Committee in charge: Professor Peter Teichner, Chair Associate Professor Ian Agol Associate Professor Michael Hutchings Professor Mary K. Gaillard Fall 2011 Smooth Field Theories and Homotopy Field Theories Copyright 2011 by Alan Cameron Wilder 1 Abstract Smooth Field Theories and Homotopy Field Theories by Alan Cameron Wilder Doctor of Philosophy in Mathematics University of California, Berkeley Professor Peter Teichner, Chair In this thesis we assemble machinery to create a map from the field theories of Stolz and Teichner (see [ST]), which we call smooth field theories, to the field theories of Lurie (see [Lur1]), which we term homotopy field theories. Finally, we upgrade this map to work on inner-homs. That is, we provide a map from the fibred category of smooth field theories to the Segal space of homotopy field theories. In particular, along the way we present a definition of symmetric monoidal Segal space, and use this notion to complete the sketch of the defintion of homotopy bordism category employed in [Lur1] to prove the cobordism hypothesis. i To Kyra, Dashiell, and Dexter for their support and motivation. -
A Whirlwind Tour of the World of (∞,1)-Categories
Contemporary Mathematics A Whirlwind Tour of the World of (1; 1)-categories Omar Antol´ınCamarena Abstract. This introduction to higher category theory is intended to a give the reader an intuition for what (1; 1)-categories are, when they are an appro- priate tool, how they fit into the landscape of higher category, how concepts from ordinary category theory generalize to this new setting, and what uses people have put the theory to. It is a rough guide to a vast terrain, focuses on ideas and motivation, omits almost all proofs and technical details, and provides many references. Contents 1. Introduction 2 2. The idea of higher category theory 3 2.1. The homotopy hypothesis and the problem with strictness 5 2.2. The 3-type of S2 8 2.3. Shapes for cells 10 2.4. What does (higher) category theory do for us? 11 3. Models of (1; 1)-categories 12 3.1. Topological or simplicial categories 12 3.2. Quasi-categories 13 3.3. Segal categories and complete Segal spaces 16 3.4. Relative categories 17 3.5. A1-categories 18 3.6. Models of subclasses of (1; 1)-categories 20 3.6.1. Model categories 20 3.6.2. Derivators 21 3.6.3. dg-categories, A1-categories 22 4. The comparison problem 22 4.1. Axiomatization 24 5. Basic (1; 1)-category theory 25 5.1. Equivalences 25 5.1.1. Further results for quasi-categories 26 5.2. Limits and colimits 26 5.3. Adjunctions, monads and comonads 28 2010 Mathematics Subject Classification. Primary 18-01. -
1 Introduction
Higher-Dimensional Algebra II: 2-Hilbert Spaces John C. Baez Department of Mathematics, University of California Riverside, California 92521 USA email: [email protected] August 27, 1996 Abstract A 2-Hilbert space is a category with structures and properties analogous to those of a Hilbert space. More precisely, we define a 2-Hilbert space to be an abelian category enriched over Hilb with a -structure, conjugate-linear on ∗ the hom-sets, satisfying fg; h = g; f h = f; hg . We also define monoidal, h i h ∗ i h ∗i braided monoidal, and symmetric monoidal versions of 2-Hilbert spaces, which we call 2-H*-algebras, braided 2-H*-algebras, and symmetric 2-H*-algebras, and we describe the relation between these and tangles in 2, 3, and 4 dimensions, respectively. We prove a generalized Doplicher-Roberts theorem stating that every symmetric 2-H*-algebra is equivalent to the category Rep(G) of continu- ous unitary finite-dimensional representations of some compact supergroupoid G. The equivalence is given by a categorified version of the Gelfand transform; we also construct a categorified version of the Fourier transform when G is a compact abelian group. Finally, we characterize Rep(G) by its universal prop- erties when G is a compact classical group. For example, Rep(U(n)) is the free connected symmetric 2-H*-algebra on one even object of dimension n. 1 Introduction A common theme in higher-dimensional algebra is ‘categorification’: the formation of (n + 1)-categorical analogs of n-categorical algebraic structures. This amounts to replacing equations between n-morphisms by specified (n+1)-isomorphisms, in accord with the philosophy that any interesting equation | as opposed to one of the form x = x | is better understood as an isomorphism, or more generally an equivalence. -
Outline and References for Mini-Course on Higher Topos Theory (Htt–Uf Summer School: Leeds, June 2019)
OUTLINE AND REFERENCES FOR MINI-COURSE ON HIGHER TOPOS THEORY (HTT{UF SUMMER SCHOOL: LEEDS, JUNE 2019) CHARLES REZK 1. Outline The basic structure of the lecture series is as follows. Lecture 1: What is a higher topos? We give a definition, motivated as the \1-categorical generalization of topological space". Lecture 2: Homotopy theory in a higher topos. Truncation, connnectivity, homotopy sheaves, and more. Lecture 3: Descent in a higher topos. We describe various versions of \descent", leading to the \Giraud theorem" and the \object classifier”. Lecture 4: Properties of a higher topos. A grab-bag of various useful concepts, including hypercompleteness and homotopy dimenison. Lecture 5: Maps of higher topoi and classifying topoi. Discussion of the notion of geometric morphism and computation of some interesting examples. 2. References None of these references are \necessary". However, it would be good to come in (i) having some idea about what higher category theory is about, and (ii) knowing what a sheaf of sets on a topological space is. 2.1. Higher category theory: surveys. By \higher categories", I mainly mean what are usually called \1-categories" or \(1; 1)-categories". There are a number of models of these, though the main one that people actually use are \quasicategories", whose theory was developed by Andr´e Joyal and Jacob Lurie. Note: when Lurie writes \1-category", he means quasicategory, and this terminology has been taken up by many people, but not all people. There is a lot of hard work needed to set up a model of higher category theory sufficient to do actual work. -
An Australian Conspectus of Higher Category Theory
An Australian conspectus of higher categories 1 Ross Street June 2004 Much Australian work on categories is part of, or relevant to, the development of higher categories and their theory. In this note, I hope to describe some of the origins and achievements of our efforts that they might perchance serve as a guide to the development of aspects of higher-dimensional work. I trust that the somewhat autobiographical style will add interest rather than be a distraction. For so long I have felt rather apologetic when describing how categories might be helpful to other mathematicians; I have often felt even worse when mentioning enriched and higher categories to category theorists. This is not to say that I have doubted the value of our work, rather that I have felt slowed down by the continual pressure to defend it. At last, at this meeting, I feel justified in speaking freely amongst motivated researchers who know the need for the subject is well established. Australian Category Theory has its roots in homology theory: more precisely, in the treatment of the cohomology ring and the Künneth formulas in the book by Hilton and Wylie [HW]. The first edition of the book had a mistake concerning the cohomology ring of a product. The Künneth formulas arise from splittings of the natural short exact sequences H 00 æÆææÆExt(,) HA HBææÆ H [,] A BææÆ Hom (,) HA HB æ ƒ 00 æÆæƒæÆHA HBæƒ H() A BæÆææÆ Tor(,) HA HB æ where A and B are chain complexes of free abelian groups; however, there are no choices of natural splittings.