Cartesian Closed Exact Completions in Topology
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A Convenient Category for Higher-Order Probability Theory
A Convenient Category for Higher-Order Probability Theory Chris Heunen Ohad Kammar Sam Staton Hongseok Yang University of Edinburgh, UK University of Oxford, UK University of Oxford, UK University of Oxford, UK Abstract—Higher-order probabilistic programming languages 1 (defquery Bayesian-linear-regression allow programmers to write sophisticated models in machine 2 let let sample normal learning and statistics in a succinct and structured way, but step ( [f ( [s ( ( 0.0 3.0)) 3 sample normal outside the standard measure-theoretic formalization of proba- b ( ( 0.0 3.0))] 4 fn + * bility theory. Programs may use both higher-order functions and ( [x] ( ( s x) b)))] continuous distributions, or even define a probability distribution 5 (observe (normal (f 1.0) 0.5) 2.5) on functions. But standard probability theory does not handle 6 (observe (normal (f 2.0) 0.5) 3.8) higher-order functions well: the category of measurable spaces 7 (observe (normal (f 3.0) 0.5) 4.5) is not cartesian closed. 8 (observe (normal (f 4.0) 0.5) 6.2) Here we introduce quasi-Borel spaces. We show that these 9 (observe (normal (f 5.0) 0.5) 8.0) spaces: form a new formalization of probability theory replacing 10 (predict :f f))) measurable spaces; form a cartesian closed category and so support higher-order functions; form a well-pointed category and so support good proof principles for equational reasoning; and support continuous probability distributions. We demonstrate the use of quasi-Borel spaces for higher-order functions and proba- bility by: showing that a well-known construction of probability theory involving random functions gains a cleaner expression; and generalizing de Finetti’s theorem, that is a crucial theorem in probability theory, to quasi-Borel spaces. -
Category Theory for Autonomous and Networked Dynamical Systems
Discussion Category Theory for Autonomous and Networked Dynamical Systems Jean-Charles Delvenne Institute of Information and Communication Technologies, Electronics and Applied Mathematics (ICTEAM) and Center for Operations Research and Econometrics (CORE), Université catholique de Louvain, 1348 Louvain-la-Neuve, Belgium; [email protected] Received: 7 February 2019; Accepted: 18 March 2019; Published: 20 March 2019 Abstract: In this discussion paper we argue that category theory may play a useful role in formulating, and perhaps proving, results in ergodic theory, topogical dynamics and open systems theory (control theory). As examples, we show how to characterize Kolmogorov–Sinai, Shannon entropy and topological entropy as the unique functors to the nonnegative reals satisfying some natural conditions. We also provide a purely categorical proof of the existence of the maximal equicontinuous factor in topological dynamics. We then show how to define open systems (that can interact with their environment), interconnect them, and define control problems for them in a unified way. Keywords: ergodic theory; topological dynamics; control theory 1. Introduction The theory of autonomous dynamical systems has developed in different flavours according to which structure is assumed on the state space—with topological dynamics (studying continuous maps on topological spaces) and ergodic theory (studying probability measures invariant under the map) as two prominent examples. These theories have followed parallel tracks and built multiple bridges. For example, both have grown successful tools from the interaction with information theory soon after its emergence, around the key invariants, namely the topological entropy and metric entropy, which are themselves linked by a variational theorem. The situation is more complex and heterogeneous in the field of what we here call open dynamical systems, or controlled dynamical systems. -
Topological Categories, Quantaloids and Isbell Adjunctions
Topological categories, quantaloids and Isbell adjunctions Lili Shen1, Walter Tholen1,∗ Department of Mathematics and Statistics, York University, Toronto, Ontario, Canada, M3J 1P3 Dedicated to Eva Colebunders on the occasion of her 65th birthday Abstract In fairly elementary terms this paper presents, and expands upon, a recent result by Garner by which the notion of topologicity of a concrete functor is subsumed under the concept of total cocompleteness of enriched category theory. Motivated by some key results of the 1970s, the paper develops all needed ingredients from the theory of quantaloids in order to place essential results of categorical topology into the context of quantaloid-enriched category theory, a field that previously drew its motivation and applications from other domains, such as quantum logic. Keywords: Concrete category, topological category, enriched category, quantaloid, total category, Isbell adjunction 2010 MSC: 18D20, 54A99, 06F99 1. Introduction Garner's [7] recent discovery that the fundamental notion of topologicity of a concrete functor may be interpreted as precisely total (co)completeness for categories enriched in a free quantaloid reconciles two lines of research that for decades had been perceived by researchers in the re- spectively fields as almost intrinsically separate, occasionally with divisive arguments. While the latter notion is rooted in Eilenberg's and Kelly's enriched category theory (see [6, 15]) and the seminal paper by Street and Walters [21] on totality, the former notion goes back to Br¨ummer's thesis [3] and the pivotal papers by Wyler [27, 28] and Herrlich [9] that led to the development of categorical topology and the categorical exploration of a multitude of new structures; see, for example, the survey by Colebunders and Lowen [16]. -
Homotopy Theory of Diagrams and Cw-Complexes Over a Category
Can. J. Math.Vol. 43 (4), 1991 pp. 814-824 HOMOTOPY THEORY OF DIAGRAMS AND CW-COMPLEXES OVER A CATEGORY ROBERT J. PIACENZA Introduction. The purpose of this paper is to introduce the notion of a CW com plex over a topological category. The main theorem of this paper gives an equivalence between the homotopy theory of diagrams of spaces based on a topological category and the homotopy theory of CW complexes over the same base category. A brief description of the paper goes as follows: in Section 1 we introduce the homo topy category of diagrams of spaces based on a fixed topological category. In Section 2 homotopy groups for diagrams are defined. These are used to define the concept of weak equivalence and J-n equivalence that generalize the classical definition. In Section 3 we adapt the classical theory of CW complexes to develop a cellular theory for diagrams. In Section 4 we use sheaf theory to define a reasonable cohomology theory of diagrams and compare it to previously defined theories. In Section 5 we define a closed model category structure for the homotopy theory of diagrams. We show this Quillen type ho motopy theory is equivalent to the homotopy theory of J-CW complexes. In Section 6 we apply our constructions and results to prove a useful result in equivariant homotopy theory originally proved by Elmendorf by a different method. 1. Homotopy theory of diagrams. Throughout this paper we let Top be the carte sian closed category of compactly generated spaces in the sense of Vogt [10]. -
Basic Category Theory and Topos Theory
Basic Category Theory and Topos Theory Jaap van Oosten Jaap van Oosten Department of Mathematics Utrecht University The Netherlands Revised, February 2016 Contents 1 Categories and Functors 1 1.1 Definitions and examples . 1 1.2 Some special objects and arrows . 5 2 Natural transformations 8 2.1 The Yoneda lemma . 8 2.2 Examples of natural transformations . 11 2.3 Equivalence of categories; an example . 13 3 (Co)cones and (Co)limits 16 3.1 Limits . 16 3.2 Limits by products and equalizers . 23 3.3 Complete Categories . 24 3.4 Colimits . 25 4 A little piece of categorical logic 28 4.1 Regular categories and subobjects . 28 4.2 The logic of regular categories . 34 4.3 The language L(C) and theory T (C) associated to a regular cat- egory C ................................ 39 4.4 The category C(T ) associated to a theory T : Completeness Theorem 41 4.5 Example of a regular category . 44 5 Adjunctions 47 5.1 Adjoint functors . 47 5.2 Expressing (co)completeness by existence of adjoints; preserva- tion of (co)limits by adjoint functors . 52 6 Monads and Algebras 56 6.1 Algebras for a monad . 57 6.2 T -Algebras at least as complete as D . 61 6.3 The Kleisli category of a monad . 62 7 Cartesian closed categories and the λ-calculus 64 7.1 Cartesian closed categories (ccc's); examples and basic facts . 64 7.2 Typed λ-calculus and cartesian closed categories . 68 7.3 Representation of primitive recursive functions in ccc's with nat- ural numbers object . -
SHORT INTRODUCTION to ENRICHED CATEGORIES FRANCIS BORCEUX and ISAR STUBBE Département De Mathématique, Université Catholique
SHORT INTRODUCTION TO ENRICHED CATEGORIES FRANCIS BORCEUX and ISAR STUBBE Departement de Mathematique, Universite Catholique de Louvain, 2 Ch. du Cyclotron, B-1348 Louvain-la-Neuve, Belgium. e-mail: [email protected] — [email protected] This text aims to be a short introduction to some of the basic notions in ordinary and enriched category theory. With reasonable detail but always in a compact fashion, we have brought together in the rst part of this paper the denitions and basic properties of such notions as limit and colimit constructions in a category, adjoint functors between categories, equivalences and monads. In the second part we pass on to enriched category theory: it is explained how one can “replace” the category of sets and mappings, which plays a crucial role in ordinary category theory, by a more general symmetric monoidal closed category, and how most results of ordinary category theory can be translated to this more general setting. For a lack of space we had to omit detailed proofs, but instead we have included lots of examples which we hope will be helpful. In any case, the interested reader will nd his way to the references, given at the end of the paper. 1. Ordinary categories When working with vector spaces over a eld K, one proves such theorems as: for all vector spaces there exists a base; every vector space V is canonically included in its bidual V ; every linear map between nite dimensional based vector spaces can be represented as a matrix; and so on. But where do the universal quantiers take their value? What precisely does “canonical” mean? How can we formally “compare” vector spaces with matrices? What is so special about vector spaces that they can be based? An answer to these questions, and many more, can be formulated in a very precise way using the language of category theory. -
Stellar Stratifications on Classifying Spaces
Stellar Stratifications on Classifying Spaces Dai Tamaki and Hiro Lee Tanaka September 18, 2018 Abstract We extend Bj¨orner’s characterization of the face poset of finite CW complexes to a certain class of stratified spaces, called cylindrically normal stellar complexes. As a direct consequence, we obtain a discrete analogue of cell decompositions in smooth Morse theory, by using the classifying space model introduced in [NTT]. As another application, we show that the exit-path category Exit(X), in the sense of [Lur], of a finite cylindrically normal CW stellar complex X is a quasicategory. Contents 1 Introduction 1 1.1 Acknowledgments................................... 5 2 Recollections 5 2.1 Simplicial Terminology . 5 2.2 NervesandClassifyingSpaces. ... 5 3 Stellar Stratified Spaces and Their Face Categories 6 3.1 StratificationsbyPosets .. .. .. .. .. .. .. .. .. .. .. .. ... 7 3.2 JoinsandCones .................................... 9 3.3 StellarStratifiedSpaces .............................. .. 11 4 Stellar Stratifications on Classifying Spaces of Acyclic Categories 15 4.1 Stable and Unstable Stratifications . .... 15 4.2 TheExit-PathCategory .............................. .. 20 4.3 DiscreteMorseTheory............................... .. 22 5 Concluding Remarks 22 1 Introduction arXiv:1804.11274v2 [math.AT] 14 Sep 2018 In this paper, we study stratifications on classifying spaces of acyclic topological categories. In particular, the following three questions are addressed. Question 1.1. How can we recover the original category C from its classifying space BC? Question 1.2. For a stratified space X with a structure analogous to a cell complex, the first author [Tam18] defined an acyclic topological category C(X), called the face category of X, whose classifying space is homotopy equivalent to X. On the other hand, there is a way to associate an 1 ∞-category Exit(X), called the exit-path category1 of X, to a stratified space satisfying certain conditions [Lur]. -
On Closed Categories of Functors
ON CLOSED CATEGORIES OF FUNCTORS Brian Day Received November 7, 19~9 The purpose of the present paper is to develop in further detail the remarks, concerning the relationship of Kan functor extensions to closed structures on functor categories, made in "Enriched functor categories" | 1] §9. It is assumed that the reader is familiar with the basic results of closed category theory, including the representation theorem. Apart from some minor changes mentioned below, the terminology and notation employed are those of |i], |3], and |5]. Terminology A closed category V in the sense of Eilenberg and Kelly |B| will be called a normalised closed category, V: V o ÷ En6 being the normalisation. Throughout this paper V is taken to be a fixed normalised symmetric monoidal closed category (Vo, @, I, r, £, a, c, V, |-,-|, p) with V ° admitting all small limits (inverse limits) and colimits (direct limits). It is further supposed that if the limit or colimit in ~o of a functor (with possibly large domain) exists then a definite choice has been made of it. In short, we place on V those hypotheses which both allow it to replace the cartesian closed category of (small) sets Ens as a ground category and are satisfied by most "natural" closed categories. As in [i], an end in B of a V-functor T: A°P@A ÷ B is a Y-natural family mA: K ÷ T(AA) of morphisms in B o with the property that the family B(1,mA): B(BK) ÷ B(B,T(AA)) in V o is -2- universally V-natural in A for each B 6 B; then an end in V turns out to be simply a family sA: K ~ T(AA) of morphisms in V o which is universally V-natural in A. -
Continuous Families : Categorical Aspects Cahiers De Topologie Et Géométrie Différentielle Catégoriques, Tome 24, No 4 (1983), P
CAHIERS DE TOPOLOGIE ET GÉOMÉTRIE DIFFÉRENTIELLE CATÉGORIQUES DAVID B. LEVER Continuous families : categorical aspects Cahiers de topologie et géométrie différentielle catégoriques, tome 24, no 4 (1983), p. 393-432 <http://www.numdam.org/item?id=CTGDC_1983__24_4_393_0> © Andrée C. Ehresmann et les auteurs, 1983, tous droits réservés. L’accès aux archives de la revue « Cahiers de topologie et géométrie différentielle catégoriques » implique l’accord avec les conditions générales d’utilisation (http://www.numdam.org/conditions). Toute utilisation commerciale ou impression systématique est constitutive d’une infraction pénale. Toute copie ou impression de ce fichier doit contenir la présente mention de copyright. Article numérisé dans le cadre du programme Numérisation de documents anciens mathématiques http://www.numdam.org/ CAHIERS DE TOPOLOGIE Vol. XXI V - 4 (1983 ) E T GÉOMÉTRIE DIFFÉRENTIELLE CONTINUOUS FAMILIES : CATEGORICAL ASPECTS by David B. LEVER CON TENTS. 0. Introduction 1. Continuous families 2. Topological categories 3. Associated sheaf functor 4. Main result 5. Sheaves of finitary algebras References 0. INTRODUCT10N. Let Top denote the category of topological spaces and continuous functions, Set denote the category of sets and functions, and SET denote the Top-indexed category of sheaves of sets (see Section 1 for the defini- tion of SET or see [16] for the theory of indexed categories). Although SET has an extensive history [8] its properties as an indexed category have been neglected until now. Accepting the view of the working mathema- tician [9, 11]J that a sheaf of sets on a topological space X is a local homeomorphism whose fibers form a family of sets varying continuously over the space, the theory of indexed categories provides a language in which SET is Set suitably topologized, in that we have specified a «con- tinuous functions X - SET to be a sheaf of sets on X. -
Note on Monoidal Localisation
BULL. AUSTRAL. MATH. SOC. '8D05« I8DI0' I8DI5 VOL. 8 (1973), 1-16. Note on monoidal localisation Brian Day If a class Z of morphisms in a monoidal category A is closed under tensoring with the objects of A then the category- obtained by inverting the morphisms in Z is monoidal. We note the immediate properties of this induced structure. The main application describes monoidal completions in terms of the ordinary category completions introduced by Applegate and Tierney. This application in turn suggests a "change-of- universe" procedure for category theory based on a given monoidal closed category. Several features of this procedure are discussed. 0. Introduction The first step in this article is to apply a reflection theorem ([5], Theorem 2.1) for closed categories to the convolution structure of closed functor categories described in [3]. This combination is used to discuss monoidal localisation in the following sense. If a class Z of morphisms in a symmetric monoidal category 8 has the property that e € Z implies 1D ® e € Z for all objects B € B then the category 8, of fractions of 8 with respect to Z (as constructed in [fl]. Chapter l) is a monoidal category. Moreover, the projection functor P : 8 -* 8, then solves the corresponding universal problem in terms of monoidal functors; hence such a class Z is called monoidal. To each class Z of morphisms in a monoidal category 8 there corresponds a monoidal interior Z , namely the largest monoidal class Received 18 July 1972. The research here reported was supported in part by a grant from the National Science Foundation' of the USA. -
Introduction to Categories
6 Introduction to categories 6.1 The definition of a category We have now seen many examples of representation theories and of operations with representations (direct sum, tensor product, induction, restriction, reflection functors, etc.) A context in which one can systematically talk about this is provided by Category Theory. Category theory was founded by Saunders MacLane and Samuel Eilenberg around 1940. It is a fairly abstract theory which seemingly has no content, for which reason it was christened “abstract nonsense”. Nevertheless, it is a very flexible and powerful language, which has become totally indispensable in many areas of mathematics, such as algebraic geometry, topology, representation theory, and many others. We will now give a very short introduction to Category theory, highlighting its relevance to the topics in representation theory we have discussed. For a serious acquaintance with category theory, the reader should use the classical book [McL]. Definition 6.1. A category is the following data: C (i) a class of objects Ob( ); C (ii) for every objects X; Y Ob( ), the class Hom (X; Y ) = Hom(X; Y ) of morphisms (or 2 C C arrows) from X; Y (for f Hom(X; Y ), one may write f : X Y ); 2 ! (iii) For any objects X; Y; Z Ob( ), a composition map Hom(Y; Z) Hom(X; Y ) Hom(X; Z), 2 C × ! (f; g) f g, 7! ∞ which satisfy the following axioms: 1. The composition is associative, i.e., (f g) h = f (g h); ∞ ∞ ∞ ∞ 2. For each X Ob( ), there is a morphism 1 Hom(X; X), called the unit morphism, such 2 C X 2 that 1 f = f and g 1 = g for any f; g for which compositions make sense. -
Locally Cartesian Closed Categories, Coalgebras, and Containers
U.U.D.M. Project Report 2013:5 Locally cartesian closed categories, coalgebras, and containers Tilo Wiklund Examensarbete i matematik, 15 hp Handledare: Erik Palmgren, Stockholms universitet Examinator: Vera Koponen Mars 2013 Department of Mathematics Uppsala University Contents 1 Algebras and Coalgebras 1 1.1 Morphisms .................................... 2 1.2 Initial and terminal structures ........................... 4 1.3 Functoriality .................................... 6 1.4 (Co)recursion ................................... 7 1.5 Building final coalgebras ............................. 9 2 Bundles 13 2.1 Sums and products ................................ 14 2.2 Exponentials, fibre-wise ............................. 18 2.3 Bundles, fibre-wise ................................ 19 2.4 Lifting functors .................................. 21 2.5 A choice theorem ................................. 22 3 Enriching bundles 25 3.1 Enriched categories ................................ 26 3.2 Underlying categories ............................... 29 3.3 Enriched functors ................................. 31 3.4 Convenient strengths ............................... 33 3.5 Natural transformations .............................. 41 4 Containers 45 4.1 Container functors ................................ 45 4.2 Natural transformations .............................. 47 4.3 Strengths, revisited ................................ 50 4.4 Using shapes ................................... 53 4.5 Final remarks ................................... 56 i Introduction