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MAT 4162 - Homework Assignment 2
MAT 4162 - Homework Assignment 2 Instructions: Pick at least 5 problems of varying length and difficulty. You do not have to provide full details in all of the problems, but be sure to indicate which details you declare trivial. Due date: Monday June 22nd, 4pm. The category of relations Let Rel be the category whose objects are sets and whose morphisms X ! Y are relations R ⊆ X × Y . Two relations R ⊆ X × Y and S ⊆ Y × Z may be composed via S ◦ R = f(x; z)j9y 2 Y:R(x; y) ^ S(y; z): Exercise 1. Show that this composition is associative, and that Rel is indeed a category. The powerset functor(s) Consider the powerset functor P : Set ! Set. On objects, it sends a set X to its powerset P(X). A function f : X ! Y is sent to P(f): P(X) !P(Y ); U 7! P(f)(U) = f[U] =def ff(x)jx 2 Ug: Exercise 2. Show that P is indeed a functor. For every set X we have a singleton map ηX : X !P(X), defined by 2 S x 7! fxg. Also, we have a union map µX : P (X) !P(X), defined by α 7! α. Exercise 3. Show that η and µ constitute natural transformations 1Set !P and P2 !P, respectively. Objects of the form P(X) are more than mere sets. In class you have seen that they are in fact complete boolean algebras. For now, we regard P(X) as a complete sup-lattice. A partial ordering (P; ≤) is a complete sup-lattice if it is equipped with a supremum map W : P(P ) ! P which sends a subset U ⊆ P to W P , the least upper bound of U in P . -
Compositional Game Theory, Compositionally
Compositional Game Theory, Compositionally Robert Atkey Bruno Gavranovic´ Neil Ghani Clemens Kupke Jérémy Ledent Fredrik Nordvall Forsberg The MSP Group, University of Strathclyde Glasgow, Écosse Libre We present a new compositional approach to compositional game theory (CGT) based upon Arrows, a concept originally from functional programming, closely related to Tambara modules, and operators to build new Arrows from old. We model equilibria as a module over an Arrow and define an operator to build a new Arrow from such a module over an existing Arrow. We also model strategies as graded Arrows and define an operator which builds a new Arrow by taking the colimit of a graded Arrow. A final operator builds a graded Arrow from a graded bimodule. We use this compositional approach to CGT to show how known and previously unknown variants of open games can be proven to form symmetric monoidal categories. 1 Introduction A new strain of game theory — Compositional Game Theory (CGT) — was introduced recently [9]. At its core, CGT involves a completely new representation of games — open games — with operators for constructing larger and more complex games from smaller, simpler (and hence easier to reason about) ones. Despite recent substantial interest and further development [13, 10, 7, 6, 4, 11, 14], open games remain complex structures, e.g. the simplest form of an open game is an 8-tuple consisting of 4 ports, a set of strategies, play and coplay functions and an equilibrium predicate. More advanced versions [4] require sophisticated structures such as coends. This causes problems: (i) complex definitions lead to complex and even error prone proofs; (ii) proofs are programs and overly complex proofs turn into overly complex programs; (iii) even worse, this complexity deters experimentation and innovation, for instance the authors of [10] were deterred from trying alternative definitions as the work became prohibitive; and (iv) worse still, this complexity suggests we do not fully understand the mathematical structure of open games. -
Relations in Categories
Relations in Categories Stefan Milius A thesis submitted to the Faculty of Graduate Studies in partial fulfilment of the requirements for the degree of Master of Arts Graduate Program in Mathematics and Statistics York University Toronto, Ontario June 15, 2000 Abstract This thesis investigates relations over a category C relative to an (E; M)-factori- zation system of C. In order to establish the 2-category Rel(C) of relations over C in the first part we discuss sufficient conditions for the associativity of horizontal composition of relations, and we investigate special classes of morphisms in Rel(C). Attention is particularly devoted to the notion of mapping as defined by Lawvere. We give a significantly simplified proof for the main result of Pavlovi´c,namely that C Map(Rel(C)) if and only if E RegEpi(C). This part also contains a proof' that the category Map(Rel(C))⊆ is finitely complete, and we present the results obtained by Kelly, some of them generalized, i. e., without the restrictive assumption that M Mono(C). The next part deals with factorization⊆ systems in Rel(C). The fact that each set-relation has a canonical image factorization is generalized and shown to yield an (E¯; M¯ )-factorization system in Rel(C) in case M Mono(C). The setting without this condition is studied, as well. We propose a⊆ weaker notion of factorization system for a 2-category, where the commutativity in the universal property of an (E; M)-factorization system is replaced by coherent 2-cells. In the last part certain limits and colimits in Rel(C) are investigated. -
Skew Monoidal Categories and Grothendieck's Six Operations
Skew Monoidal Categories and Grothendieck's Six Operations by Benjamin James Fuller A thesis submitted for the degree of Doctor of Philosophy. Department of Pure Mathematics School of Mathematics and Statistics The University of Sheffield March 2017 ii Abstract In this thesis, we explore several topics in the theory of monoidal and skew monoidal categories. In Chapter 3, we give definitions of dual pairs in monoidal categories, skew monoidal categories, closed skew monoidal categories and closed mon- oidal categories. In the case of monoidal and closed monoidal categories, there are multiple well-known definitions of a dual pair. We generalise these definitions to skew monoidal and closed skew monoidal categories. In Chapter 4, we introduce semidirect products of skew monoidal cat- egories. Semidirect products of groups are a well-known and well-studied algebraic construction. Semidirect products of monoids can be defined anal- ogously. We provide a categorification of this construction, for semidirect products of skew monoidal categories. We then discuss semidirect products of monoidal, closed skew monoidal and closed monoidal categories, in each case providing sufficient conditions for the semidirect product of two skew monoidal categories with the given structure to inherit the structure itself. In Chapter 5, we prove a coherence theorem for monoidal adjunctions between closed monoidal categories, a fragment of Grothendieck's `six oper- ations' formalism. iii iv Acknowledgements First and foremost, I would like to thank my supervisor, Simon Willerton, without whose help and guidance this thesis would not have been possible. I would also like to thank the various members of J14b that have come and gone over my four years at Sheffield; the friendly office environment has helped keep me sane. -
Knowledge Representation in Bicategories of Relations
Knowledge Representation in Bicategories of Relations Evan Patterson Department of Statistics, Stanford University Abstract We introduce the relational ontology log, or relational olog, a knowledge representation system based on the category of sets and relations. It is inspired by Spivak and Kent’s olog, a recent categorical framework for knowledge representation. Relational ologs interpolate between ologs and description logic, the dominant formalism for knowledge representation today. In this paper, we investigate relational ologs both for their own sake and to gain insight into the relationship between the algebraic and logical approaches to knowledge representation. On a practical level, we show by example that relational ologs have a friendly and intuitive—yet fully precise—graphical syntax, derived from the string diagrams of monoidal categories. We explain several other useful features of relational ologs not possessed by most description logics, such as a type system and a rich, flexible notion of instance data. In a more theoretical vein, we draw on categorical logic to show how relational ologs can be translated to and from logical theories in a fragment of first-order logic. Although we make extensive use of categorical language, this paper is designed to be self-contained and has considerable expository content. The only prerequisites are knowledge of first-order logic and the rudiments of category theory. 1. Introduction arXiv:1706.00526v2 [cs.AI] 1 Nov 2017 The representation of human knowledge in computable form is among the oldest and most fundamental problems of artificial intelligence. Several recent trends are stimulating continued research in the field of knowledge representation (KR). -
Monads and Interpolads in Bicategories
Theory and Applications of Categories, Vol. 3, No. 8, 1997, pp. 182{212. MONADS AND INTERPOLADS IN BICATEGORIES JURGEN¨ KOSLOWSKI Transmitted by R. J. Wood ABSTRACT. Given a bicategory, Y , with stable local coequalizers, we construct a bicategory of monads Y -mnd by using lax functors from the generic 0-cell, 1-cell and 2-cell, respectively, into Y . Any lax functor into Y factors through Y -mnd and the 1-cells turn out to be the familiar bimodules. The locally ordered bicategory rel and its bicategory of monads both fail to be Cauchy-complete, but have a well-known Cauchy- completion in common. This prompts us to formulate a concept of Cauchy-completeness for bicategories that are not locally ordered and suggests a weakening of the notion of monad. For this purpose, we develop a calculus of general modules between unstruc- tured endo-1-cells. These behave well with respect to composition, but in general fail to have identities. To overcome this problem, we do not need to impose the full struc- ture of a monad on endo-1-cells. We show that associative coequalizing multiplications suffice and call the resulting structures interpolads. Together with structure-preserving i-modules these form a bicategory Y -int that is indeed Cauchy-complete, in our sense, and contains the bicategory of monads as a not necessarily full sub-bicategory. Inter- polads over rel are idempotent relations, over the suspension of set they correspond to interpolative semi-groups, and over spn they lead to a notion of \category without identities" also known as \taxonomy". -
Relations: Categories, Monoidal Categories, and Props
Logical Methods in Computer Science Vol. 14(3:14)2018, pp. 1–25 Submitted Oct. 12, 2017 https://lmcs.episciences.org/ Published Sep. 03, 2018 UNIVERSAL CONSTRUCTIONS FOR (CO)RELATIONS: CATEGORIES, MONOIDAL CATEGORIES, AND PROPS BRENDAN FONG AND FABIO ZANASI Massachusetts Institute of Technology, United States of America e-mail address: [email protected] University College London, United Kingdom e-mail address: [email protected] Abstract. Calculi of string diagrams are increasingly used to present the syntax and algebraic structure of various families of circuits, including signal flow graphs, electrical circuits and quantum processes. In many such approaches, the semantic interpretation for diagrams is given in terms of relations or corelations (generalised equivalence relations) of some kind. In this paper we show how semantic categories of both relations and corelations can be characterised as colimits of simpler categories. This modular perspective is important as it simplifies the task of giving a complete axiomatisation for semantic equivalence of string diagrams. Moreover, our general result unifies various theorems that are independently found in literature and are relevant for program semantics, quantum computation and control theory. 1. Introduction Network-style diagrammatic languages appear in diverse fields as a tool to reason about computational models of various kinds, including signal processing circuits, quantum pro- cesses, Bayesian networks and Petri nets, amongst many others. In the last few years, there have been more and more contributions towards a uniform, formal theory of these languages which borrows from the well-established methods of programming language semantics. A significant insight stemming from many such approaches is that a compositional analysis of network diagrams, enabling their reduction to elementary components, is more effective when system behaviour is thought of as a relation instead of a function. -
A Small Complete Category
Annals of Pure and Applied Logic 40 (1988) 135-165 135 North-Holland A SMALL COMPLETE CATEGORY J.M.E. HYLAND Department of Pure Mathematics and Mathematical Statktics, 16 Mill Lane, Cambridge CB2 ISB, England Communicated by D. van Dalen Received 14 October 1987 0. Introduction This paper is concerned with a remarkable fact. The effective topos contains a small complete subcategory, essentially the familiar category of partial equiv- alence realtions. This is in contrast to the category of sets (indeed to all Grothendieck toposes) where any small complete category is equivalent to a (complete) poset. Note at once that the phrase ‘a small complete subcategory of a topos’ is misleading. It is not the subcategory but the internal (small) category which matters. Indeed for any ordinary subcategory of a topos there may be a number of internal categories with global sections equivalent to the given subcategory. The appropriate notion of subcategory is an indexed (or better fibred) one, see 0.1. Another point that needs attention is the definition of completeness (see 0.2). In my talk at the Church’s Thesis meeting, and in the first draft of this paper, I claimed too strong a form of completeness for the internal category. (The elementary oversight is described in 2.7.) Fortunately during the writing of [13] my collaborators Edmund Robinson and Giuseppe Rosolini noticed the mistake. Again one needs to pay careful attention to the ideas of indexed (or fibred) categories. The idea that small (sufficiently) complete categories in toposes might exist, and would provide the right setting in which to discuss models for strong polymorphism (quantification over types), was suggested to me by Eugenio Moggi. -
Rewriting Structured Cospans: a Syntax for Open Systems
UNIVERSITY OF CALIFORNIA RIVERSIDE Rewriting Structured Cospans: A Syntax For Open Systems A Dissertation submitted in partial satisfaction of the requirements for the degree of Doctor of Philosophy in Mathematics by Daniel Cicala June 2019 Dissertation Committee: Dr. John C. Baez, Chairperson Dr. Wee Liang Gan Dr. Jacob Greenstein Copyright by Daniel Cicala 2019 The Dissertation of Daniel Cicala is approved: Committee Chairperson University of California, Riverside Acknowledgments First and foremost, I would like to thank my advisor John Baez. In these past few years, I have learned more than I could have imagined about mathematics and the job of doing mathematics. I also want to thank the past and current Baez Crew for the many wonderful discussions. I am indebted to Math Department at the University of California, Riverside, which has afforded me numerous opportunities to travel to conferences near and far. Almost certainly, I would never have had a chance to pursue my doctorate had it not been for my parents who were there for me through every twist and turn on this, perhaps, too scenic route that I traveled. Most importantly, this project would have been impossible without the full-hearted support of my love, Elizabeth. I would also like to acknowledge the previously published material in this disser- tation. The interchange law in Section 3.1 was published in [15]. The material in Sections 3.2 and 3.3 appear in [16]. Also, the ZX-calculus example in Section 4.3 appears in [18]. iv Elizabeth. It’s finally over, baby! v ABSTRACT OF THE DISSERTATION Rewriting Structured Cospans: A Syntax For Open Systems by Daniel Cicala Doctor of Philosophy, Graduate Program in Mathematics University of California, Riverside, June 2019 Dr. -
Higher Correspondences, Simplicial Maps and Inner Fibrations
Higher correspondences, simplicial maps and inner fibrations Redi Haderi [email protected] May 2020 Abstract In this essay we propose a realization of Lurie’s claim that inner fi- brations p : X → C are classified by C-indexed diangrams in a ”higher category” whose objects are ∞-categories, morphisms are correspondences between them and higher morphisms are higher correspondences. We will obtain this as a corollary of a more general result which classifies all sim- plicial maps. Correspondences between ∞-categories, and simplicial sets in general, are a generalization of the concept of profunctor (or bimodule) for cat- egories. While categories, functors and profunctors are organized in a double category, we will exibit simplicial sets, simplicial maps, and corre- spondences as part of a simpliclal category. This allows us to make precise statements and proofs. Our main tool is the theory of double colimits. arXiv:2005.11597v1 [math.AT] 23 May 2020 1 Notation and terminology We will mostly observe standard notation and terminology. Generic categories are denoted by calligraphic capital letters C, D etc., while particular categories are denoted by the name of their objects in bold characters. For example Set, Cat, sSet are the categories of sets, categories and simplicial sets. ∆ denotes the category of finite ordinals and order preserving maps as usual, n while ∆ denotes the standard n-simplex. For a simplicial set X, Xn refers to its set of n-simplices. Given the nature of our discussion the term ”simplicial category” means simplicial object in the category of categories. We refer to simplicially enriched categories as sSet-categories. -
Algebraic Cocompleteness and Finitary Functors
Logical Methods in Computer Science Volume 17, Issue 2, 2021, pp. 23:1–23:30 Submitted Feb. 27, 2020 https://lmcs.episciences.org/ Published May 28, 2021 ALGEBRAIC COCOMPLETENESS AND FINITARY FUNCTORS JIRˇ´I ADAMEK´ ∗ Department of Mathematics, Czech Technical University in Prague, Czech Republic Institute of Theoretical Computer Science, Technical University Braunschweig, Germany e-mail address: [email protected] Abstract. A number of categories is presented that are algebraically complete and cocomplete, i.e., every endofunctor has an initial algebra and a terminal coalgebra. Example: assuming GCH, the category Set≤λ of sets of power at most λ has that property, whenever λ is an uncountable regular cardinal. For all finitary (and, more generally, all precontinuous) set functors the initial algebra and terminal coalgebra are proved to carry a canonical partial order with the same ideal completion. And they also both carry a canonical ultrametric with the same Cauchy completion. Finally, all endofunctors of the category Set≤λ are finitary if λ has countable cofinality and there are no measurable cardinals µ ≤ λ. 1. Introduction The importance of terminal coalgebras for an endofunctor F was clearly demonstrated by Rutten [Rut00]: for state-based systems whose state-objects lie in a category K and whose dynamics are described by F , the terminal coalgebra νF collects behaviors of individual states. And given a system A the unique coalgebra homomorphism from A to νF assigns to every state its behavior. However, not every endofunctor has a terminal coalgebra. Analogously, an initial algebra µF need not exist. Freyd [Fre70] introduced the concept of an algebraically complete category: this means that every endofunctor has an initial algebra. -
Master Report Conservative Extensions of Montague Semantics M2 MPRI: April-August 2017
ENS Cachan,Universite´ Paris-Saclay Master report Conservative extensions of Montague semantics M2 MPRI: April-August 2017 Supervised by Philippe de Groote, Semagramme´ team, Loria,Inria Nancy Grand Est Mathieu Huot August 21, 2017 The general context Computational linguistics is the study of linguistic phenomena from the point of view of computer science. Many approaches have been proposed to tackle the problem. The approach of compositional semantics is that the meaning of a sentence is obtained via the meaning of its subconstituents, the basic constituents being mostly the words, with possibly some extra features which may be understood as side effects from the point of view of the computer scientist, such as interaction with a context, time dependency, etc. Montague [43, 44] has been one of the major figures to this approach, but what is today known as Montague semantics lacks a modular approach. It means that a model is usually made to deal with a particular problem such as covert movement [47], intentionalisation [12,8], or temporal modifiers [18], and those models do not necessarily interact well one with another. This problem in general is an important limitation of the computational models of linguistics that have been proposed so far. De Groote [20] has proposed a model called Abstract Categorial Grammars (ACG), which subsumes many known frameworks [20, 21, 13] such as Tree Adjoining Grammars [24], Rational Transducers and Regular Grammars [20], taking its roots in the simply typed lambda calculus [6]. The research problem The problem we are interested in is finding a more unifying model, yet close to the intuition and the previous works, which would allow more modularity while remaining in the paradigm of compositional semantics.