1 Categories, Functors, Natural Transformations 1.1 Lecture 1, Sep 13, 2005 • Definition of a Category
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Notes and Solutions to Exercises for Mac Lane's Categories for The
Stefan Dawydiak Version 0.3 July 2, 2020 Notes and Exercises from Categories for the Working Mathematician Contents 0 Preface 2 1 Categories, Functors, and Natural Transformations 2 1.1 Functors . .2 1.2 Natural Transformations . .4 1.3 Monics, Epis, and Zeros . .5 2 Constructions on Categories 6 2.1 Products of Categories . .6 2.2 Functor categories . .6 2.2.1 The Interchange Law . .8 2.3 The Category of All Categories . .8 2.4 Comma Categories . 11 2.5 Graphs and Free Categories . 12 2.6 Quotient Categories . 13 3 Universals and Limits 13 3.1 Universal Arrows . 13 3.2 The Yoneda Lemma . 14 3.2.1 Proof of the Yoneda Lemma . 14 3.3 Coproducts and Colimits . 16 3.4 Products and Limits . 18 3.4.1 The p-adic integers . 20 3.5 Categories with Finite Products . 21 3.6 Groups in Categories . 22 4 Adjoints 23 4.1 Adjunctions . 23 4.2 Examples of Adjoints . 24 4.3 Reflective Subcategories . 28 4.4 Equivalence of Categories . 30 4.5 Adjoints for Preorders . 32 4.5.1 Examples of Galois Connections . 32 4.6 Cartesian Closed Categories . 33 5 Limits 33 5.1 Creation of Limits . 33 5.2 Limits by Products and Equalizers . 34 5.3 Preservation of Limits . 35 5.4 Adjoints on Limits . 35 5.5 Freyd's adjoint functor theorem . 36 1 6 Chapter 6 38 7 Chapter 7 38 8 Abelian Categories 38 8.1 Additive Categories . 38 8.2 Abelian Categories . 38 8.3 Diagram Lemmas . 39 9 Special Limits 41 9.1 Interchange of Limits . -
A Subtle Introduction to Category Theory
A Subtle Introduction to Category Theory W. J. Zeng Department of Computer Science, Oxford University \Static concepts proved to be very effective intellectual tranquilizers." L. L. Whyte \Our study has revealed Mathematics as an array of forms, codify- ing ideas extracted from human activates and scientific problems and deployed in a network of formal rules, formal definitions, formal axiom systems, explicit theorems with their careful proof and the manifold in- terconnections of these forms...[This view] might be called formal func- tionalism." Saunders Mac Lane Let's dive right in then, shall we? What can we say about the array of forms MacLane speaks of? Claim (Tentative). Category theory is about the formal aspects of this array of forms. Commentary: It might be tempting to put the brakes on right away and first grab hold of what we mean by formal aspects. Instead, rather than trying to present \the formal" as the object of study and category theory as our instrument, we would nudge the reader to consider another perspective. Category theory itself defines formal aspects in much the same way that physics defines physical concepts or laws define legal (and correspondingly illegal) aspects: it embodies them. When we speak of what is formal/physical/legal we inescapably speak of category/physical/legal theory, and vice versa. Thus we pass to the somewhat grammatically awkward revision of our initial claim: Claim (Tentative). Category theory is the formal aspects of this array of forms. Commentary: Let's unpack this a little bit. While individual forms are themselves tautologically formal, arrays of forms and everything else networked in a system lose this tautological formality. -
Category Theory
CMPT 481/731 Functional Programming Fall 2008 Category Theory Category theory is a generalization of set theory. By having only a limited number of carefully chosen requirements in the definition of a category, we are able to produce a general algebraic structure with a large number of useful properties, yet permit the theory to apply to many different specific mathematical systems. Using concepts from category theory in the design of a programming language leads to some powerful and general programming constructs. While it is possible to use the resulting constructs without knowing anything about category theory, understanding the underlying theory helps. Category Theory F. Warren Burton 1 CMPT 481/731 Functional Programming Fall 2008 Definition of a Category A category is: 1. a collection of ; 2. a collection of ; 3. operations assigning to each arrow (a) an object called the domain of , and (b) an object called the codomain of often expressed by ; 4. an associative composition operator assigning to each pair of arrows, and , such that ,a composite arrow ; and 5. for each object , an identity arrow, satisfying the law that for any arrow , . Category Theory F. Warren Burton 2 CMPT 481/731 Functional Programming Fall 2008 In diagrams, we will usually express and (that is ) by The associative requirement for the composition operators means that when and are both defined, then . This allow us to think of arrows defined by paths throught diagrams. Category Theory F. Warren Burton 3 CMPT 481/731 Functional Programming Fall 2008 I will sometimes write for flip , since is less confusing than Category Theory F. -
Category Theory and Diagrammatic Reasoning 3 Universal Properties, Limits and Colimits
Category theory and diagrammatic reasoning 13th February 2019 Last updated: 7th February 2019 3 Universal properties, limits and colimits A division problem is a question of the following form: Given a and b, does there exist x such that a composed with x is equal to b? If it exists, is it unique? Such questions are ubiquitious in mathematics, from the solvability of systems of linear equations, to the existence of sections of fibre bundles. To make them precise, one needs additional information: • What types of objects are a and b? • Where can I look for x? • How do I compose a and x? Since category theory is, largely, a theory of composition, it also offers a unifying frame- work for the statement and classification of division problems. A fundamental notion in category theory is that of a universal property: roughly, a universal property of a states that for all b of a suitable form, certain division problems with a and b as parameters have a (possibly unique) solution. Let us start from universal properties of morphisms in a category. Consider the following division problem. Problem 1. Let F : Y ! X be a functor, x an object of X. Given a pair of morphisms F (y0) f 0 F (y) x , f does there exist a morphism g : y ! y0 in Y such that F (y0) F (g) f 0 F (y) x ? f If it exists, is it unique? 1 This has the form of a division problem where a and b are arbitrary morphisms in X (which need to have the same target), x is constrained to be in the image of a functor F , and composition is composition of morphisms. -
Category Theory Course
Category Theory Course John Baez September 3, 2019 1 Contents 1 Category Theory: 4 1.1 Definition of a Category....................... 5 1.1.1 Categories of mathematical objects............. 5 1.1.2 Categories as mathematical objects............ 6 1.2 Doing Mathematics inside a Category............... 10 1.3 Limits and Colimits.......................... 11 1.3.1 Products............................ 11 1.3.2 Coproducts.......................... 14 1.4 General Limits and Colimits..................... 15 2 Equalizers, Coequalizers, Pullbacks, and Pushouts (Week 3) 16 2.1 Equalizers............................... 16 2.2 Coequalizers.............................. 18 2.3 Pullbacks................................ 19 2.4 Pullbacks and Pushouts....................... 20 2.5 Limits for all finite diagrams.................... 21 3 Week 4 22 3.1 Mathematics Between Categories.................. 22 3.2 Natural Transformations....................... 25 4 Maps Between Categories 28 4.1 Natural Transformations....................... 28 4.1.1 Examples of natural transformations........... 28 4.2 Equivalence of Categories...................... 28 4.3 Adjunctions.............................. 29 4.3.1 What are adjunctions?.................... 29 4.3.2 Examples of Adjunctions.................. 30 4.3.3 Diagonal Functor....................... 31 5 Diagrams in a Category as Functors 33 5.1 Units and Counits of Adjunctions................. 39 6 Cartesian Closed Categories 40 6.1 Evaluation and Coevaluation in Cartesian Closed Categories. 41 6.1.1 Internalizing Composition................. 42 6.2 Elements................................ 43 7 Week 9 43 7.1 Subobjects............................... 46 8 Symmetric Monoidal Categories 50 8.1 Guest lecture by Christina Osborne................ 50 8.1.1 What is a Monoidal Category?............... 50 8.1.2 Going back to the definition of a symmetric monoidal category.............................. 53 2 9 Week 10 54 9.1 The subobject classifier in Graph................. -
A Concrete Introduction to Category Theory
A CONCRETE INTRODUCTION TO CATEGORIES WILLIAM R. SCHMITT DEPARTMENT OF MATHEMATICS THE GEORGE WASHINGTON UNIVERSITY WASHINGTON, D.C. 20052 Contents 1. Categories 2 1.1. First Definition and Examples 2 1.2. An Alternative Definition: The Arrows-Only Perspective 7 1.3. Some Constructions 8 1.4. The Category of Relations 9 1.5. Special Objects and Arrows 10 1.6. Exercises 14 2. Functors and Natural Transformations 16 2.1. Functors 16 2.2. Full and Faithful Functors 20 2.3. Contravariant Functors 21 2.4. Products of Categories 23 3. Natural Transformations 26 3.1. Definition and Some Examples 26 3.2. Some Natural Transformations Involving the Cartesian Product Functor 31 3.3. Equivalence of Categories 32 3.4. Categories of Functors 32 3.5. The 2-Category of all Categories 33 3.6. The Yoneda Embeddings 37 3.7. Representable Functors 41 3.8. Exercises 44 4. Adjoint Functors and Limits 45 4.1. Adjoint Functors 45 4.2. The Unit and Counit of an Adjunction 50 4.3. Examples of adjunctions 57 1 1. Categories 1.1. First Definition and Examples. Definition 1.1. A category C consists of the following data: (i) A set Ob(C) of objects. (ii) For every pair of objects a, b ∈ Ob(C), a set C(a, b) of arrows, or mor- phisms, from a to b. (iii) For all triples a, b, c ∈ Ob(C), a composition map C(a, b) ×C(b, c) → C(a, c) (f, g) 7→ gf = g · f. (iv) For each object a ∈ Ob(C), an arrow 1a ∈ C(a, a), called the identity of a. -
Basic Category Theory
Basic Category Theory TOMLEINSTER University of Edinburgh arXiv:1612.09375v1 [math.CT] 30 Dec 2016 First published as Basic Category Theory, Cambridge Studies in Advanced Mathematics, Vol. 143, Cambridge University Press, Cambridge, 2014. ISBN 978-1-107-04424-1 (hardback). Information on this title: http://www.cambridge.org/9781107044241 c Tom Leinster 2014 This arXiv version is published under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International licence (CC BY-NC-SA 4.0). Licence information: https://creativecommons.org/licenses/by-nc-sa/4.0 c Tom Leinster 2014, 2016 Preface to the arXiv version This book was first published by Cambridge University Press in 2014, and is now being published on the arXiv by mutual agreement. CUP has consistently supported the mathematical community by allowing authors to make free ver- sions of their books available online. Readers may, in turn, wish to support CUP by buying the printed version, available at http://www.cambridge.org/ 9781107044241. This electronic version is not only free; it is also freely editable. For in- stance, if you would like to teach a course using this book but some of the examples are unsuitable for your class, you can remove them or add your own. Similarly, if there is notation that you dislike, you can easily change it; or if you want to reformat the text for reading on a particular device, that is easy too. In legal terms, this text is released under the Creative Commons Attribution- NonCommercial-ShareAlike 4.0 International licence (CC BY-NC-SA 4.0). The licence terms are available at the Creative Commons website, https:// creativecommons.org/licenses/by-nc-sa/4.0. -
Categorical Notions of Fibration
CATEGORICAL NOTIONS OF FIBRATION FOSCO LOREGIAN AND EMILY RIEHL Abstract. Fibrations over a category B, introduced to category the- ory by Grothendieck, encode pseudo-functors Bop Cat, while the special case of discrete fibrations encode presheaves Bop → Set. A two- sided discrete variation encodes functors Bop × A → Set, which are also known as profunctors from A to B. By work of Street, all of these fi- bration notions can be defined internally to an arbitrary 2-category or bicategory. While the two-sided discrete fibrations model profunctors internally to Cat, unexpectedly, the dual two-sided codiscrete cofibra- tions are necessary to model V-profunctors internally to V-Cat. These notes were initially written by the second-named author to accompany a talk given in the Algebraic Topology and Category Theory Proseminar in the fall of 2010 at the University of Chicago. A few years later, the first-named author joined to expand and improve the internal exposition and external references. Contents 1. Introduction 1 2. Fibrations in 1-category theory 3 3. Fibrations in 2-categories 8 4. Fibrations in bicategories 12 References 17 1. Introduction Fibrations were introduced to category theory in [Gro61, Gro95] and de- veloped in [Gra66]. Ross Street gave definitions of fibrations internal to an arbitrary 2-category [Str74] and later bicategory [Str80]. Interpreted in the 2-category of categories, the 2-categorical definitions agree with the classical arXiv:1806.06129v2 [math.CT] 16 Feb 2019 ones, while the bicategorical definitions are more general. In this expository article, we tour the various categorical notions of fibra- tion in order of increasing complexity. -
Categorical and Combinatorial Aspects of Descent Theory
Categorical and combinatorial aspects of descent theory Ross Street March 2003 Abstract There is a construction which lies at the heart of descent theory. The combinatorial aspects of this paper concern the description of the construction in all dimensions. The description is achieved precisely for strict n-categories and outlined for weak n- categories. The categorical aspects concern the development of descent theory in low dimensions in order to provide a template for a theory in all dimensions. The theory involves non-abelian cohomology, stacks, torsors, homotopy, and higher-dimensional categories. Many of the ideas are scattered through the literature or are folklore; a few are new. Section Headings §1. Introduction §2. Low-dimensional descent §3. Exactness of the 2-category of categories §4. Parametrized categories §5. Factorizations for parametrized functors §6. Classification of locally trivial structures §7. Stacks and torsors §8. Parity complexes §9. The Gray tensor product of ω-categories and the descent ω-category §10. Weak n-categories, cohomology and homotopy §11. Computads, descent and simplicial nerves for weak n-categories §12. Brauer groups ⁄ §13. Giraud’s H2 and the pursuit of stacks 1. Introduction Descent theory, as understood here, has been generalized from a basic example → involving modules over rings. Given a ring morphism fR : S, each right R-module ⊗ M determines a right S-module MS R . This process is encapsulated by the “pseudofunctor” Mod from the category of rings to the category of (large) categories; to each ring R it assigns the category ModR of right R-modules and to each morphism f −⊗ → the functor R S : ModR ModS. -
Category Theory
University of Cambridge Mathematics Tripos Part III Category Theory Michaelmas, 2018 Lectures by P. T. Johnstone Notes by Qiangru Kuang Contents Contents 1 Definitions and examples 2 2 The Yoneda lemma 10 3 Adjunctions 16 4 Limits 23 5 Monad 35 6 Cartesian closed categories 46 7 Toposes 54 7.1 Sheaves and local operators* .................... 61 Index 66 1 1 Definitions and examples 1 Definitions and examples Definition (category). A category C consists of 1. a collection ob C of objects A; B; C; : : :, 2. a collection mor C of morphisms f; g; h; : : :, 3. two operations dom and cod assigning to each f 2 mor C a pair of f objects, its domain and codomain. We write A −! B to mean f is a morphism and dom f = A; cod f = B, 1 4. an operation assigning to each A 2 ob C a morhpism A −−!A A, 5. a partial binary operation (f; g) 7! fg on morphisms, such that fg is defined if and only if dom f = cod g and let dom fg = dom g; cod fg = cod f if fg is defined satisfying f 1. f1A = f = 1Bf for any A −! B, 2. (fg)h = f(gh) whenever fg and gh are defined. Remark. 1. This definition is independent of any model of set theory. If we’re givena particuar model of set theory, we call C small if ob C and mor C are sets. 2. Some texts say fg means f followed by g (we are not). 3. Note that a morphism f is an identity if and only if fg = g and hf = h whenever the compositions are defined so we could formulate the defini- tions entirely in terms of morphisms. -
Category Theory in Context
Category theory in context Emily Riehl The aim of theory really is, to a great extent, that of systematically organizing past experience in such a way that the next generation, our students and their students and so on, will be able to absorb the essential aspects in as painless a way as possible, and this is the only way in which you can go on cumulatively building up any kind of scientific activity without eventually coming to a dead end. M.F. Atiyah, “How research is carried out” Contents Preface 1 Preview 2 Notational conventions 2 Acknowledgments 2 Chapter 1. Categories, Functors, Natural Transformations 5 1.1. Abstract and concrete categories 6 1.2. Duality 11 1.3. Functoriality 14 1.4. Naturality 20 1.5. Equivalence of categories 25 1.6. The art of the diagram chase 32 Chapter 2. Representability and the Yoneda lemma 43 2.1. Representable functors 43 2.2. The Yoneda lemma 46 2.3. Universal properties 52 2.4. The category of elements 55 Chapter 3. Limits and Colimits 61 3.1. Limits and colimits as universal cones 61 3.2. Limits in the category of sets 67 3.3. The representable nature of limits and colimits 71 3.4. Examples 75 3.5. Limits and colimits and diagram categories 79 3.6. Warnings 81 3.7. Size matters 81 3.8. Interactions between limits and colimits 82 Chapter 4. Adjunctions 85 4.1. Adjoint functors 85 4.2. The unit and counit as universal arrows 90 4.3. Formal facts about adjunctions 93 4.4. -
Natural Transformations. Discrete Categories
FORMALIZED MATHEMATICS Vol.2, No.4, September–October 1991 Universit´e Catholique de Louvain Natural Transformations. Discrete Categories Andrzej Trybulec Warsaw University Bia lystok Summary. We present well known concepts of category theory: natural transofmations and functor categories, and prove propositions related to. Because of the formalization it proved to be convenient to in- troduce some auxiliary notions, for instance: transformations. We mean by a transformation of a functor F to a functor G, both covariant func- tors from A to B, a function mapping the objects of A to the morphisms of B and assigning to an object a of A an element of Hom(F (a), G(a)). The material included roughly corresponds to that presented on pages 18,129–130,137–138 of the monography ([10]). We also introduce discrete categories and prove some propositions to illustrate the concepts intro- duced. MML Identifier: NATTRA 1. The articles [12], [13], [9], [3], [7], [4], [2], [6], [1], [11], [5], and [8] provide the terminology and notation for this paper. Preliminaries For simplicity we follow a convention: A1, A2, B1, B2 are non-empty sets, f is a function from A1 into B1, g is a function from A2 into B2, Y1 is a non-empty subset of A1, and Y2 is a non-empty subset of A2. Let A1, A2 be non-empty sets, and let Y1 be a non-empty subset of A1, and let Y2 be a non-empty subset of A2. Then [: Y1, Y2 :] is a non-empty subset of [: A1, A2 :]. Let us consider A1, B1, f, Y1.