Linearly Rigid Metric Spaces and the Embedding Problem
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Descriptive Set Theory of Complete Quasi-Metric Spaces
数理解析研究所講究録 第 1790 巻 2012 年 16-30 16 Descriptive set theory of complete quasi-metric spaces Matthew de Brecht National Institute of Information and Communications Technology Kyoto, Japan Abstract We give a summary of results from our investigation into extending classical descriptive set theory to the entire class of countably based $T_{0}$ -spaces. Polish spaces play a central role in the descriptive set theory of metrizable spaces, and we suggest that countably based completely quasi-metrizable spaces, which we refer to as quasi-Polish spaces, play the central role in the extended theory. The class of quasi-Polish spaces is general enough to include both Polish spaces and $\omega$ -continuous domains, which have many applications in theoretical computer science. We show that quasi-Polish spaces are a very natural generalization of Polish spaces in terms of their topological characterizations and their complete- ness properties. In particular, a metrizable space is quasi-Polish if and only if it is Polish, and many classical theorems concerning Polish spaces, such as the Hausdorff-Kuratowski theorem, generalize to all quasi-Polish spaces. 1. Introduction Descriptive set theory has proven to be an invaluable tool for the study of separable metrizable spaces, and the techniques and results have been applied to many fields such as functional analysis, topological group theory, and math- ematical logic. Separable completely metrizable spaces, called Polish spaces, play a central role in classical descriptive set theory. These spaces include the space of natural numbers with the discrete topology, the real numbers with the Euclidean topology, as well as the separable Hilbert and Banach spaces. -
Topology and Descriptive Set Theory
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Elsevier - Publisher Connector TOPOLOGY AND ITS APPLICATIONS ELSEVIER Topology and its Applications 58 (1994) 195-222 Topology and descriptive set theory Alexander S. Kechris ’ Department of Mathematics, California Institute of Technology, Pasadena, CA 91125, USA Received 28 March 1994 Abstract This paper consists essentially of the text of a series of four lectures given by the author in the Summer Conference on General Topology and Applications, Amsterdam, August 1994. Instead of attempting to give a general survey of the interrelationships between the two subjects mentioned in the title, which would be an enormous and hopeless task, we chose to illustrate them in a specific context, that of the study of Bore1 actions of Polish groups and Bore1 equivalence relations. This is a rapidly growing area of research of much current interest, which has interesting connections not only with topology and set theory (which are emphasized here), but also to ergodic theory, group representations, operator algebras and logic (particularly model theory and recursion theory). There are four parts, corresponding roughly to each one of the lectures. The first contains a brief review of some fundamental facts from descriptive set theory. In the second we discuss Polish groups, and in the third the basic theory of their Bore1 actions. The last part concentrates on Bore1 equivalence relations. The exposition is essentially self-contained, but proofs, when included at all, are often given in the barest outline. Keywords: Polish spaces; Bore1 sets; Analytic sets; Polish groups; Bore1 actions; Bore1 equivalence relations 1. -
Polish Spaces and Baire Spaces
Polish spaces and Baire spaces Jordan Bell [email protected] Department of Mathematics, University of Toronto June 27, 2014 1 Introduction These notes consist of me working through those parts of the first chapter of Alexander S. Kechris, Classical Descriptive Set Theory, that I think are impor- tant in analysis. Denote by N the set of positive integers. I do not talk about universal spaces like the Cantor space 2N, the Baire space NN, and the Hilbert cube [0; 1]N, or \localization", or about Polish groups. If (X; τ) is a topological space, the Borel σ-algebra of X, denoted by BX , is the smallest σ-algebra of subsets of X that contains τ. BX contains τ, and is closed under complements and countable unions, and rather than talking merely about Borel sets (elements of the Borel σ-algebra), we can be more specific by talking about open sets, closed sets, and sets that are obtained by taking countable unions and complements. Definition 1. An Fσ set is a countable union of closed sets. A Gδ set is a complement of an Fσ set. Equivalently, it is a countable intersection of open sets. If (X; d) is a metric space, the topology induced by the metric d is the topology generated by the collection of open balls. If (X; τ) is a topological space, a metric d on the set X is said to be compatible with τ if τ is the topology induced by d.A metrizable space is a topological space whose topology is induced by some metric, and a completely metrizable space is a topological space whose topology is induced by some complete metric. -
Geometrical Aspects of Statistical Learning Theory
Geometrical Aspects of Statistical Learning Theory Vom Fachbereich Informatik der Technischen Universit¨at Darmstadt genehmigte Dissertation zur Erlangung des akademischen Grades Doctor rerum naturalium (Dr. rer. nat.) vorgelegt von Dipl.-Phys. Matthias Hein aus Esslingen am Neckar Prufungskommission:¨ Vorsitzender: Prof. Dr. B. Schiele Erstreferent: Prof. Dr. T. Hofmann Korreferent : Prof. Dr. B. Sch¨olkopf Tag der Einreichung: 30.9.2005 Tag der Disputation: 9.11.2005 Darmstadt, 2005 Hochschulkennziffer: D17 Abstract Geometry plays an important role in modern statistical learning theory, and many different aspects of geometry can be found in this fast developing field. This thesis addresses some of these aspects. A large part of this work will be concerned with so called manifold methods, which have recently attracted a lot of interest. The key point is that for a lot of real-world data sets it is natural to assume that the data lies on a low-dimensional submanifold of a potentially high-dimensional Euclidean space. We develop a rigorous and quite general framework for the estimation and ap- proximation of some geometric structures and other quantities of this submanifold, using certain corresponding structures on neighborhood graphs built from random samples of that submanifold. Another part of this thesis deals with the generalizati- on of the maximal margin principle to arbitrary metric spaces. This generalization follows quite naturally by changing the viewpoint on the well-known support vector machines (SVM). It can be shown that the SVM can be seen as an algorithm which applies the maximum margin principle to a subclass of metric spaces. The motivati- on to consider the generalization to arbitrary metric spaces arose by the observation that in practice the condition for the applicability of the SVM is rather difficult to check for a given metric. -
Phd Thesis, Stanford University
DISSERTATION TOPOLOGICAL, GEOMETRIC, AND COMBINATORIAL ASPECTS OF METRIC THICKENINGS Submitted by Johnathan E. Bush Department of Mathematics In partial fulfillment of the requirements For the Degree of Doctor of Philosophy Colorado State University Fort Collins, Colorado Summer 2021 Doctoral Committee: Advisor: Henry Adams Amit Patel Chris Peterson Gloria Luong Copyright by Johnathan E. Bush 2021 All Rights Reserved ABSTRACT TOPOLOGICAL, GEOMETRIC, AND COMBINATORIAL ASPECTS OF METRIC THICKENINGS The geometric realization of a simplicial complex equipped with the 1-Wasserstein metric of optimal transport is called a simplicial metric thickening. We describe relationships between these metric thickenings and topics in applied topology, convex geometry, and combinatorial topology. We give a geometric proof of the homotopy types of certain metric thickenings of the circle by constructing deformation retractions to the boundaries of orbitopes. We use combina- torial arguments to establish a sharp lower bound on the diameter of Carathéodory subsets of the centrally-symmetric version of the trigonometric moment curve. Topological information about metric thickenings allows us to give new generalizations of the Borsuk–Ulam theorem and a selection of its corollaries. Finally, we prove a centrally-symmetric analog of a result of Gilbert and Smyth about gaps between zeros of homogeneous trigonometric polynomials. ii ACKNOWLEDGEMENTS Foremost, I want to thank Henry Adams for his guidance and support as my advisor. Henry taught me how to be a mathematician in theory and in practice, and I was exceedingly fortu- nate to receive my mentorship in research and professionalism through his consistent, careful, and honest feedback. I could always count on him to make time for me and to guide me to interesting problems. -
Helly Groups
HELLY GROUPS JER´ EMIE´ CHALOPIN, VICTOR CHEPOI, ANTHONY GENEVOIS, HIROSHI HIRAI, AND DAMIAN OSAJDA Abstract. Helly graphs are graphs in which every family of pairwise intersecting balls has a non-empty intersection. This is a classical and widely studied class of graphs. In this article we focus on groups acting geometrically on Helly graphs { Helly groups. We provide numerous examples of such groups: all (Gromov) hyperbolic, CAT(0) cubical, finitely presented graph- ical C(4)−T(4) small cancellation groups, and type-preserving uniform lattices in Euclidean buildings of type Cn are Helly; free products of Helly groups with amalgamation over finite subgroups, graph products of Helly groups, some diagram products of Helly groups, some right- angled graphs of Helly groups, and quotients of Helly groups by finite normal subgroups are Helly. We show many properties of Helly groups: biautomaticity, existence of finite dimensional models for classifying spaces for proper actions, contractibility of asymptotic cones, existence of EZ-boundaries, satisfiability of the Farrell-Jones conjecture and of the coarse Baum-Connes conjecture. This leads to new results for some classical families of groups (e.g. for FC-type Artin groups) and to a unified approach to results obtained earlier. Contents 1. Introduction 2 1.1. Motivations and main results 2 1.2. Discussion of consequences of main results 5 1.3. Organization of the article and further results 6 2. Preliminaries 7 2.1. Graphs 7 2.2. Complexes 10 2.3. CAT(0) spaces and Gromov hyperbolicity 11 2.4. Group actions 12 2.5. Hypergraphs (set families) 12 2.6. -
Descriptive Set Theory
Descriptive Set Theory David Marker Fall 2002 Contents I Classical Descriptive Set Theory 2 1 Polish Spaces 2 2 Borel Sets 14 3 E®ective Descriptive Set Theory: The Arithmetic Hierarchy 27 4 Analytic Sets 34 5 Coanalytic Sets 43 6 Determinacy 54 7 Hyperarithmetic Sets 62 II Borel Equivalence Relations 73 1 8 ¦1-Equivalence Relations 73 9 Tame Borel Equivalence Relations 82 10 Countable Borel Equivalence Relations 87 11 Hyper¯nite Equivalence Relations 92 1 These are informal notes for a course in Descriptive Set Theory given at the University of Illinois at Chicago in Fall 2002. While I hope to give a fairly broad survey of the subject we will be concentrating on problems about group actions, particularly those motivated by Vaught's conjecture. Kechris' Classical Descriptive Set Theory is the main reference for these notes. Notation: If A is a set, A<! is the set of all ¯nite sequences from A. Suppose <! σ = (a0; : : : ; am) 2 A and b 2 A. Then σ b is the sequence (a0; : : : ; am; b). We let ; denote the empty sequence. If σ 2 A<!, then jσj is the length of σ. If f : N ! A, then fjn is the sequence (f(0); : : :b; f(n ¡ 1)). If X is any set, P(X), the power set of X is the set of all subsets X. If X is a metric space, x 2 X and ² > 0, then B²(x) = fy 2 X : d(x; y) < ²g is the open ball of radius ² around x. Part I Classical Descriptive Set Theory 1 Polish Spaces De¯nition 1.1 Let X be a topological space. -
Injective Hulls of Certain Discrete Metric Spaces and Groups
Injective hulls of certain discrete metric spaces and groups Urs Lang∗ July 29, 2011; revised, June 28, 2012 Abstract Injective metric spaces, or absolute 1-Lipschitz retracts, share a number of properties with CAT(0) spaces. In the 1960es, J. R. Isbell showed that every metric space X has an injective hull E(X). Here it is proved that if X is the vertex set of a connected locally finite graph with a uniform stability property of intervals, then E(X) is a locally finite polyhedral complex with n finitely many isometry types of n-cells, isometric to polytopes in l∞, for each n. This applies to a class of finitely generated groups Γ, including all word hyperbolic groups and abelian groups, among others. Then Γ acts properly on E(Γ) by cellular isometries, and the first barycentric subdivision of E(Γ) is a model for the classifying space EΓ for proper actions. If Γ is hyperbolic, E(Γ) is finite dimensional and the action is cocompact. In particular, every hyperbolic group acts properly and cocompactly on a space of non-positive curvature in a weak (but non-coarse) sense. 1 Introduction A metric space Y is called injective if for every metric space B and every 1- Lipschitz map f : A → Y defined on a set A ⊂ B there exists a 1-Lipschitz extension f : B → Y of f. The terminology is in accordance with the notion of an injective object in category theory. Basic examples of injective metric spaces are the real line, all complete R-trees, and l∞(I) for an arbitrary index set I. -
Weak*-Polish Banach Spaces HASKELL ROSENTHAL*
JOURNAL OF FUNCTIONAL ANALYSIS 76, 267-316 (1988) Weak*-Polish Banach Spaces HASKELL ROSENTHAL* Department of Mathemattcs, The University of Texas at Austin, Austin, Texas 78712 Communicated by the Editors Received February 27, 1986 A Banach space X which is a subspace of the dual of a Banach space Y is said to be weak*-Polish proviced X is separable and the closed unit bail of X is Polish in the weak*-topology. X is said to be Polish provided it is weak*-Polish when regar- ded as a subspace of ,I’**. A variety of structural results arc obtained for Banach spaces with the Point of Continuity Property (PCP), using the unifying concept of weak*-Polish Banach spaces. It is proved that every weak*-Polish Banach space contains an (infinite-dimensional) weak*-closed subspace. This yields the result of Edgar-Wheeler that every Polish Banach space has a reflexive subspace. It also yields the result of Ghoussoub-Maurey that every Banach space with the PCP has a subspace isomorphic to a separable dual, in virtue of the following known result linking the PCP and weak*-Polish Banach spaces: A separable Banach space has the PCP if (Edgar-Wheeler) and only if (GhoussoubMaurey) it is isometric to a weak*-Polish subspace of the dual of some separable Banach space. (For com- pleteness, a proof of this result is also given.) It is proved that if X and Y are Banach spaces with Xc Y*, then X is weak*-Polish if and only if X has a weak*- continuous boundedly complete skipped-blocking decomposition. -
Souslin Quasi-Orders and Bi-Embeddability of Uncountable
Souslin quasi-orders and bi-embeddability of uncountable structures Alessandro Andretta Luca Motto Ros Author address: Universita` di Torino, Dipartimento di Matematica, Via Carlo Alberto, 10, 10123 Torino, Italy E-mail address: [email protected] Universita` di Torino, Dipartimento di Matematica, Via Carlo Alberto, 10, 10123 Torino, Italy E-mail address: [email protected] arXiv:1609.09292v2 [math.LO] 18 Mar 2019 Contents 1. Introduction 1 2. Preliminaries and notation 14 3. The generalized Cantor space 22 4. Generalized Borel sets 30 5. Generalized Borel functions 37 6. The generalized Baire space and Baire category 41 7. Standard Borel κ-spaces, κ-analyticquasi-orders,andspacesofcodes 47 8. Infinitary logics and models 55 9. κ-Souslin sets 65 10. The main construction 76 11. Completeness 85 12. Invariant universality 91 13. An alternative approach 106 14. Definable cardinality and reducibility 115 15. Some applications 126 16. Further completeness results 132 Indexes 147 Concepts 147 Symbols 148 Bibliography 151 iii Abstract We provide analogues of the results from [FMR11, CMMR13] (which correspond to the case κ = ω) for arbitrary κ-Souslin quasi-orders on any Polish space, for κ an infinite cardinal smaller than the cardinality of R. These generalizations yield a variety of results concerning the complexity of the embeddability relation between graphs or lattices of size κ, the isometric embeddability relation between complete metric spaces of density character κ, and the linear isometric embeddability relation between (real or complex) Banach spaces of density κ. Received by the editor March 19, 2019. 2010 Mathematics Subject Classification. 03E15, 03E60, 03E45, 03E10, 03E47. -
Arxiv:1703.05470V1 [Math.LO] 16 Mar 2017 Coding Polish Spaces
Coding Polish spaces Diego Alejandro Mej´ıa Faculty of Science Shizuoka University 836 Ohya, Suruga-ku, 422-8529 Shizuoka, Japan [email protected] Abstract We use countable metric spaces to code Polish metric spaces and evaluate the complexity of some statements about these codes and of some relations that can be determined by the codes. Also, we propose a coding for continuous functions between Polish metric spaces. 1 Introduction A Polish metric space is a separable complete metric space hX,di and a Polish space is a topological space X which is homeomorphic to some Polish metric space (in the first notion the complete metric is required). As any Polish metric space is the completion of a countable metric space and the latter can be coded by reals in Rω×ω, we can use such reals to code Polish metric spaces. This coding was used by Clemens [Cle12] to formalize the isometry relation and to study other equivalence relations that can be reduced to that one. In this paper, we take a closer look to this coding and study the complexity of some statements about codes, some of them characterizing relations between Polish metric spaces. In particular, we provide a different proof of [Cle12, Lemma 4] that states that the isometry relation is analytic (Theorem 3.5(f)). We also code continuous functions between Polish metric spaces by Cauchy-continuous functions between the corresponding separable metric spaces and, like in the case of Polish metric spaces, we study the complexity of arXiv:1703.05470v1 [math.LO] 16 Mar 2017 some statements about this coding. -
Metric Spaces
Empirical Processes: Lecture 06 Spring, 2010 Introduction to Empirical Processes and Semiparametric Inference Lecture 06: Metric Spaces Michael R. Kosorok, Ph.D. Professor and Chair of Biostatistics Professor of Statistics and Operations Research University of North Carolina-Chapel Hill 1 Empirical Processes: Lecture 06 Spring, 2010 §Introduction to Part II ¤ ¦ ¥ The goal of Part II is to provide an in depth coverage of the basics of empirical process techniques which are useful in statistics: Chapter 6: mathematical background, metric spaces, outer • expectation, linear operators and functional differentiation. Chapter 7: stochastic convergence, weak convergence, other modes • of convergence. Chapter 8: empirical process techniques, maximal inequalities, • symmetrization, Glivenk-Canteli results, Donsker results. Chapter 9: entropy calculations, VC classes, Glivenk-Canteli and • Donsker preservation. Chapter 10: empirical process bootstrap. • 2 Empirical Processes: Lecture 06 Spring, 2010 Chapter 11: additional empirical process results. • Chapter 12: the functional delta method. • Chapter 13: Z-estimators. • Chapter 14: M-estimators. • Chapter 15: Case-studies II. • 3 Empirical Processes: Lecture 06 Spring, 2010 §Topological Spaces ¤ ¦ ¥ A collection of subsets of a set X is a topology in X if: O (i) and X , where is the empty set; ; 2 O 2 O ; (ii) If U for j = 1; : : : ; m, then U ; j 2 O j=1;:::;m j 2 O (iii) If U is an arbitrary collection of Tmembers of (finite, countable or f αg O uncountable), then U . α α 2 O S When is a topology in X, then X (or the pair (X; )) is a topological O O space, and the members of are called the open sets in X.