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Information Geometry and Frobenius Algebra
Information geometry and Frobenius algebra Ruichao Jiang, Javad Tavakoli, Yiqiang Zhao Oct 2020 Abstract We show that a Frobenius sturcture is equivalent to a dually flat sturcture in information geometry. We define a multiplication structure on the tangent spaces of statistical manifolds, which we call the statisti- cal product. We also define a scalar quantity, which we call the Yukawa term. By showing two examples from statistical mechanics, first the clas- sical ideal gas, second the quantum bosonic ideal gas, we argue that the Yukawa term quantifies information generation, which resembles how mass is generated via the 3-points interaction of two fermions and a Higgs boson (Higgs mechanism). In the classical case, The Yukawa term is identically zero, whereas in the quantum case, the Yukawa term diverges as the fu- gacity goes to zero, which indicates the Bose-Einstein condensation. 1 Introduction Amari in his own monograph [1] writes that major journals rejected his idea of dual affine connections on the grounds of their nonexistence in the mainstream Riemannian geometry. Later on, this dualistic structure turned out to be useful in information science, e.g. EM algorithms. The aim of this paper is to show the Frobenius algebra structure in information geometry and thus give a physical meaning for the Amari-Chentsov tensor. In information geometry, instead of the usual Levi-Civita connection, a non- metrical connections and its dual ∗ are used. Associated with these two connections is a mysterious∇ tensor, called∇ the Amari-Chentsov tensor (AC ten- arXiv:2010.05110v1 [math.DG] 10 Oct 2020 sor) and a one-parameter family of flat connections, called the α-connections. -
3D Holography: from Discretum to Continuum
3D Holography: from discretum to continuum Bianca Dittrich (Perimeter Institute) V. Bonzom, B. Dittrich, to appear V. Bonzom, B.Dittrich, S. Mizera, A. Riello, w.i.p. ILQGS Sep 2015 1 Overview 1.Is quantum gravity fundamentally holographic? 2.Continuum: dualities for 3D gravity. 3.Regge calculus. 4.Computing the 3D partition function in Regge calculus. One loop correction. Boundary fluctuations. 2 1 1 S = d3xpgR d2xphK −16⇡G − 8⇡G Z Z@ 1 M β M = Ar(torus) r=1 = no ↵ dependence (0.217) sol −8⇡G | −4G 1 1 S = d3xpgR d2xphK −16⇡G − 8⇡G dt Z Z@ ln det(∆ m2)= 1 d3xK(t,1 x, x)M β(0.218)M − − 0 t = Ar(torus) r=1 = no ↵ dependence (0.217) Z Z sol −8⇡G | −4G 1 K = r dt Is quantum gravity fundamentallyln det(∆ m2)= holographic?1 d3xK(t, x, x) (0.218) i↵ − − t q = e Z0 (0.219)Z • In the last years spin1 foams have made heavily use of the K = r Generalized Boundary Formulation [Oeckl 00’s +, Rovelli, et al …] Region( bdry) i↵ (0.220) • Encodes dynamicsA into amplitudes associated to (generalized)q = e space time regions. (0.219) (0.221) bdry ( ) (0.220) ARegion bdry boundary -should satisfy (the dualized) Wheeler de Witt equation Hilbert space -gives no boundary (Hartle-Hawking) wave function • This looks ‘holographic’. However in the standard formulation one has the gluing axiom: ‘Gluing axiom’: essential to get more complicated from simpler amplitudes Amplitude for bigger region = glued from amplitudes for smaller regions This could be / is also called ‘locality axiom’. -
Frobenius Algebras and Planar Open String Topological Field Theories
Frobenius algebras and planar open string topological field theories Aaron D. Lauda Department of Pure Mathematics and Mathematical Statistics, University of Cambridge, Cambridge CB3 0WB UK email: [email protected] October 29, 2018 Abstract Motivated by the Moore-Segal axioms for an open-closed topological field theory, we consider planar open string topological field theories. We rigorously define a category 2Thick whose objects and morphisms can be thought of as open strings and diffeomorphism classes of planar open string worldsheets. Just as the category of 2-dimensional cobordisms can be described as the free symmetric monoidal category on a commutative Frobenius algebra, 2Thick is shown to be the free monoidal category on a noncommutative Frobenius algebra, hence justifying this choice of data in the Moore-Segal axioms. Our formalism is inherently categorical allowing us to generalize this result. As a stepping stone towards topological mem- brane theory we define a 2-category of open strings, planar open string worldsheets, and isotopy classes of 3-dimensional membranes defined by diffeomorphisms of the open string worldsheets. This 2-category is shown to be the free (weak monoidal) 2-category on a ‘categorified Frobenius al- gebra’, meaning that categorified Frobenius algebras determine invariants of these 3-dimensional membranes. arXiv:math/0508349v1 [math.QA] 18 Aug 2005 1 Introduction It is well known that 2-dimensional topological quantum field theories are equiv- alent to commutative Frobenius algebras [1, 16, 29]. This simple algebraic characterization arises directly from the simplicity of 2Cob, the 2-dimensional cobordism category. In fact, 2Cob admits a completely algebraic description as the free symmetric monoidal category on a commutative Frobenius algebra. -
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. -
PULLBACK and BASE CHANGE Contents
PART II.2. THE !-PULLBACK AND BASE CHANGE Contents Introduction 1 1. Factorizations of morphisms of DG schemes 2 1.1. Colimits of closed embeddings 2 1.2. The closure 4 1.3. Transitivity of closure 5 2. IndCoh as a functor from the category of correspondences 6 2.1. The category of correspondences 6 2.2. Proof of Proposition 2.1.6 7 3. The functor of !-pullback 8 3.1. Definition of the functor 9 3.2. Some properties 10 3.3. h-descent 10 3.4. Extension to prestacks 11 4. The multiplicative structure and duality 13 4.1. IndCoh as a symmetric monoidal functor 13 4.2. Duality 14 5. Convolution monoidal categories and algebras 17 5.1. Convolution monoidal categories 17 5.2. Convolution algebras 18 5.3. The pull-push monad 19 5.4. Action on a map 20 References 21 Introduction Date: September 30, 2013. 1 2 THE !-PULLBACK AND BASE CHANGE 1. Factorizations of morphisms of DG schemes In this section we will study what happens to the notion of the closure of the image of a morphism between schemes in derived algebraic geometry. The upshot is that there is essentially \nothing new" as compared to the classical case. 1.1. Colimits of closed embeddings. In this subsection we will show that colimits exist and are well-behaved in the category of closed subschemes of a given ambient scheme. 1.1.1. Recall that a map X ! Y in Sch is called a closed embedding if the map clX ! clY is a closed embedding of classical schemes. -
DUAL TANGENT STRUCTURES for ∞-TOPOSES In
DUAL TANGENT STRUCTURES FOR 1-TOPOSES MICHAEL CHING Abstract. We describe dual notions of tangent bundle for an 1-topos, each underlying a tangent 1-category in the sense of Bauer, Burke and the author. One of those notions is Lurie's tangent bundle functor for presentable 1-categories, and the other is its adjoint. We calculate that adjoint for injective 1-toposes, where it is given by applying Lurie's tangent bundle on 1-categories of points. In [BBC21], Bauer, Burke, and the author introduce a notion of tangent 1- category which generalizes the Rosick´y[Ros84] and Cockett-Cruttwell [CC14] axiomatization of the tangent bundle functor on the category of smooth man- ifolds and smooth maps. We also constructed there a significant example: diff the Goodwillie tangent structure on the 1-category Cat1 of (differentiable) 1-categories, which is built on Lurie's tangent bundle functor. That tan- gent structure encodes the ideas of Goodwillie's calculus of functors [Goo03] and highlights the analogy between that theory and the ordinary differential calculus of smooth manifolds. The goal of this note is to introduce two further examples of tangent 1- categories: one on the 1-category of 1-toposes and geometric morphisms, op which we denote Topos1, and one on the opposite 1-category Topos1 which, following Anel and Joyal [AJ19], we denote Logos1. These two tangent structures each encode a notion of tangent bundle for 1- toposes, but from dual perspectives. As described in [AJ19, Sec. 4], one can view 1-toposes either from a `geometric' or `algebraic' point of view. -
Arxiv:Math/9805094V2
FROBENIUS MANIFOLD STRUCTURE ON DOLBEAULT COHOMOLOGY AND MIRROR SYMMETRY HUAI-DONG CAO & JIAN ZHOU Abstract. We construct a differential Gerstenhaber-Batalin-Vilkovisky alge- bra from Dolbeault complex of any closed K¨ahler manifold, and a Frobenius manifold structure on Dolbeault cohomology. String theory leads to the mysterious Mirror Conjecture, see Yau [29] for the history. One of the mathematical predictions made by physicists based on this con- jecture is the formula due to Candelas-de la Ossa-Green-Parkes [4] on the number of rational curves of any degree on a quintic in CP4. Recently, it has been proved by Lian-Liu-Yau [15]. The theory of quantum cohomology, also suggested by physicists, has lead to a better mathematical formulation of the Mirror Conjecture. As explained in Witten [28], there are two topological conformal field theories on a Calabi-Yau manifold X: A theory is independent of the complex structure of X, but depends on the K¨aher form on X, while B theory is independent of the K¨ahler form of X, but depends on the complex structure of X. Vafa [25] explained how two quantum cohomology rings and ′ arise from these theories, and the notion of mirror symmetry could be translatedR R into the equivalence of A theory on a Calabi-Yau manifold X with B theory on another Calabi-Yau manifold Xˆ, called the mirror of X, such that the quantum ring can be identified with ′. For a mathematicalR exposition in termsR of variation of Hodge structures, see e.g. Morrison [19] or Bertin-Peters [2]. There are two natural Frobenius algebras on any Calabi-Yau n-fold, A(X)= n Hk(X, Ωk), B(X)= n Hk(X, Ω−k), ⊕k=0 ⊕k=0 where Ω−k is the sheaf of holomorphic sections to ΛkTX. -
Frobenius Algebras and Their Quivers
Can. J. Math., Vol. XXX, No. 5, 1978, pp. 1029-1044 FROBENIUS ALGEBRAS AND THEIR QUIVERS EDWARD L. GREEN This paper studies the construction of Frobenius algebras. We begin with a description of when a graded ^-algebra has a Frobenius algebra as a homo- morphic image. We then turn to the question of actual constructions of Frobenius algebras. We give a, method for constructing Frobenius algebras as factor rings of special tensor algebras. Since the representation theory of special tensor algebras has been studied intensively ([6], see also [2; 3; 4]), our results permit the construction of Frobenius algebras which have representa tions with prescribed properties. Such constructions were successfully used in [9]. A special tensor algebra has an associated quiver (see § 3 and 4 for defini tions) which determines the tensor algebra. The basic result relating an associated quiver and the given tensor algebra is that the category of represen tations of the quiver is isomorphic to the category of modules over the tensor algebra [3; 4; 6]. One of the questions which is answered in this paper is: given a quiver J2, is there a Frobenius algebra T such that i2 is the quiver of T; that is, is there a special tensor algebra T = K + M + ®« M + . with associated quiver j2 such that there is a ring surjection \p : T —> T with ker \p Ç (®RM + ®%M + . .) and Y being a Frobenius algebra? This question was completely answered under the additional constraint that the radical of V cubed is zero [8, Theorem 2.1]. The study of radical cubed zero self-injective algebras has been used in classifying radical square zero Artin algebras of finite representation type [11]. -
Notes on Categorical Logic
Notes on Categorical Logic Anand Pillay & Friends Spring 2017 These notes are based on a course given by Anand Pillay in the Spring of 2017 at the University of Notre Dame. The notes were transcribed by Greg Cousins, Tim Campion, L´eoJimenez, Jinhe Ye (Vincent), Kyle Gannon, Rachael Alvir, Rose Weisshaar, Paul McEldowney, Mike Haskel, ADD YOUR NAMES HERE. 1 Contents Introduction . .3 I A Brief Survey of Contemporary Model Theory 4 I.1 Some History . .4 I.2 Model Theory Basics . .4 I.3 Morleyization and the T eq Construction . .8 II Introduction to Category Theory and Toposes 9 II.1 Categories, functors, and natural transformations . .9 II.2 Yoneda's Lemma . 14 II.3 Equivalence of categories . 17 II.4 Product, Pullbacks, Equalizers . 20 IIIMore Advanced Category Theoy and Toposes 29 III.1 Subobject classifiers . 29 III.2 Elementary topos and Heyting algebra . 31 III.3 More on limits . 33 III.4 Elementary Topos . 36 III.5 Grothendieck Topologies and Sheaves . 40 IV Categorical Logic 46 IV.1 Categorical Semantics . 46 IV.2 Geometric Theories . 48 2 Introduction The purpose of this course was to explore connections between contemporary model theory and category theory. By model theory we will mostly mean first order, finitary model theory. Categorical model theory (or, more generally, categorical logic) is a general category-theoretic approach to logic that includes infinitary, intuitionistic, and even multi-valued logics. Say More Later. 3 Chapter I A Brief Survey of Contemporary Model Theory I.1 Some History Up until to the seventies and early eighties, model theory was a very broad subject, including topics such as infinitary logics, generalized quantifiers, and probability logics (which are actually back in fashion today in the form of con- tinuous model theory), and had a very set-theoretic flavour. -
Toward a Non-Commutative Gelfand Duality: Boolean Locally Separated Toposes and Monoidal Monotone Complete $ C^{*} $-Categories
Toward a non-commutative Gelfand duality: Boolean locally separated toposes and Monoidal monotone complete C∗-categories Simon Henry February 23, 2018 Abstract ** Draft Version ** To any boolean topos one can associate its category of internal Hilbert spaces, and if the topos is locally separated one can consider a full subcategory of square integrable Hilbert spaces. In both case it is a symmetric monoidal monotone complete C∗-category. We will prove that any boolean locally separated topos can be reconstructed as the classifying topos of “non-degenerate” monoidal normal ∗-representations of both its category of internal Hilbert spaces and its category of square integrable Hilbert spaces. This suggest a possible extension of the usual Gelfand duality between a class of toposes (or more generally localic stacks or localic groupoids) and a class of symmetric monoidal C∗-categories yet to be discovered. Contents 1 Introduction 2 2 General preliminaries 3 3 Monotone complete C∗-categories and booleantoposes 6 4 Locally separated toposes and square integrable Hilbert spaces 7 5 Statementofthemaintheorems 9 arXiv:1501.07045v1 [math.CT] 28 Jan 2015 6 From representations of red togeometricmorphisms 13 6.1 Construction of the geometricH morphism on separating objects . 13 6.2 Functorialityonseparatingobject . 20 6.3 ConstructionoftheGeometricmorphism . 22 6.4 Proofofthe“reduced”theorem5.8 . 25 Keywords. Boolean locally separated toposes, monotone complete C*-categories, recon- struction theorem. 2010 Mathematics Subject Classification. 18B25, 03G30, 46L05, 46L10 . email: [email protected] 1 7 On the category ( ) and its representations 26 H T 7.1 The category ( /X ) ........................ 26 7.2 TensorisationH byT square integrable Hilbert space . -
Arxiv:2012.08669V1 [Math.CT] 15 Dec 2020 2 Preface
Sheaf Theory Through Examples (Abridged Version) Daniel Rosiak December 12, 2020 arXiv:2012.08669v1 [math.CT] 15 Dec 2020 2 Preface After circulating an earlier version of this work among colleagues back in 2018, with the initial aim of providing a gentle and example-heavy introduction to sheaves aimed at a less specialized audience than is typical, I was encouraged by the feedback of readers, many of whom found the manuscript (or portions thereof) helpful; this encouragement led me to continue to make various additions and modifications over the years. The project is now under contract with the MIT Press, which would publish it as an open access book in 2021 or early 2022. In the meantime, a number of readers have encouraged me to make available at least a portion of the book through arXiv. The present version represents a little more than two-thirds of what the professionally edited and published book would contain: the fifth chapter and a concluding chapter are missing from this version. The fifth chapter is dedicated to toposes, a number of more involved applications of sheaves (including to the \n- queens problem" in chess, Schreier graphs for self-similar groups, cellular automata, and more), and discussion of constructions and examples from cohesive toposes. Feedback or comments on the present work can be directed to the author's personal email, and would of course be appreciated. 3 4 Contents Introduction 7 0.1 An Invitation . .7 0.2 A First Pass at the Idea of a Sheaf . 11 0.3 Outline of Contents . 20 1 Categorical Fundamentals for Sheaves 23 1.1 Categorical Preliminaries . -
Monoidal Functors, Equivalence of Monoidal Categories
14 1.4. Monoidal functors, equivalence of monoidal categories. As we have explained, monoidal categories are a categorification of monoids. Now we pass to categorification of morphisms between monoids, namely monoidal functors. 0 0 0 0 0 Definition 1.4.1. Let (C; ⊗; 1; a; ι) and (C ; ⊗ ; 1 ; a ; ι ) be two monoidal 0 categories. A monoidal functor from C to C is a pair (F; J) where 0 0 ∼ F : C ! C is a functor, and J = fJX;Y : F (X) ⊗ F (Y ) −! F (X ⊗ Y )jX; Y 2 Cg is a natural isomorphism, such that F (1) is isomorphic 0 to 1 . and the diagram (1.4.1) a0 (F (X) ⊗0 F (Y )) ⊗0 F (Z) −−F− (X−)−;F− (Y− )−;F− (Z!) F (X) ⊗0 (F (Y ) ⊗0 F (Z)) ? ? J ⊗0Id ? Id ⊗0J ? X;Y F (Z) y F (X) Y;Z y F (X ⊗ Y ) ⊗0 F (Z) F (X) ⊗0 F (Y ⊗ Z) ? ? J ? J ? X⊗Y;Z y X;Y ⊗Z y F (aX;Y;Z ) F ((X ⊗ Y ) ⊗ Z) −−−−−−! F (X ⊗ (Y ⊗ Z)) is commutative for all X; Y; Z 2 C (“the monoidal structure axiom”). A monoidal functor F is said to be an equivalence of monoidal cate gories if it is an equivalence of ordinary categories. Remark 1.4.2. It is important to stress that, as seen from this defini tion, a monoidal functor is not just a functor between monoidal cate gories, but a functor with an additional structure (the isomorphism J) satisfying a certain equation (the monoidal structure axiom).