Approximation Properties for Group C*-Algebras and Group Von Neumann Algebras
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Multivariable Approximation by Convolutional Kernel Networks
ITAT 2016 Proceedings, CEUR Workshop Proceedings Vol. 1649, pp. 118–122 http://ceur-ws.org/Vol-1649, Series ISSN 1613-0073, c 2016 V. K˚urková Multivariable Approximation by Convolutional Kernel Networks Veraˇ K˚urková Institute of Computer Science, Academy of Sciences of the Czech, [email protected], WWW home page: http://www.cs.cas.cz/ vera ∼ Abstract: Computational units induced by convolutional widths parameters) benefit from geometrical properties of kernels together with biologically inspired perceptrons be- reproducing kernel Hilbert spaces (RKHS) generated by long to the most widespread types of units used in neu- these kernels. These properties allow an extension of rocomputing. Radial convolutional kernels with vary- the maximal margin classification from finite dimensional ing widths form RBF (radial-basis-function) networks and spaces also to sets of data which are not linearly separable these kernels with fixed widths are used in the SVM (sup- by embedding them into infinite dimensional spaces [2]. port vector machine) algorithm. We investigate suitabil- Moreover, symmetric positive semidefinite kernels gener- ity of various convolutional kernel units for function ap- ate stabilizers in the form of norms on RKHSs suitable for proximation. We show that properties of Fourier trans- modeling generalization in terms of regularization [6] and forms of convolutional kernels determine whether sets of enable characterizations of theoretically optimal solutions input-output functions of networks with kernel units are of learning tasks [3, 19, 11]. large enough to be universal approximators. We com- Arguments proving the universal approximation prop- pare these properties with conditions guaranteeing positive erty of RBF networks using sequences of scaled kernels semidefinitness of convolutional kernels. -
GALERKIN APPROXIMATION in BANACH and HILBERT SPACES Wolfgang Arendt, Isabelle Chalendar, Robert Eymard
GALERKIN APPROXIMATION IN BANACH AND HILBERT SPACES Wolfgang Arendt, Isabelle Chalendar, Robert Eymard To cite this version: Wolfgang Arendt, Isabelle Chalendar, Robert Eymard. GALERKIN APPROXIMATION IN BA- NACH AND HILBERT SPACES. 2019. hal-02264895v2 HAL Id: hal-02264895 https://hal.archives-ouvertes.fr/hal-02264895v2 Preprint submitted on 19 Dec 2019 (v2), last revised 9 Jul 2020 (v3) HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. GALERKIN APPROXIMATION IN BANACH AND HILBERT SPACES W. ARENDT, I. CHALENDAR, AND R. EYMARD Abstract. In this paper we study the conforming Galerkin ap- proximation of the problem: find u such that a(u, v)= L, v for all v , where and are Hilbert∈U or Banach spaces, ha is ai continuous∈ V bilinear orU sesquilinearV form and L ′ a given data. The approximate solution is sought in a finite dimensional∈ V subspace of , and test functions are taken in a finite dimensional subspace of U. We provide a necessary and sufficient condition on the form a forV convergence of the Galerkin approximation, which is also equivalent to convergence of the Galerkin approximation for the adjoint problem. We also characterize the fact that has a finite dimensional Schauder decomposition in terms of propertiesU related to the Galerkin approximation. -
Quasi-Expectations and Amenable Von Neumann
PROCEEDINGS OI THE „ „ _„ AMERICAN MATHEMATICAL SOCIETY Volume 71, Number 2, September 1978 QUASI-EXPECTATIONSAND AMENABLEVON NEUMANN ALGEBRAS JOHN W. BUNCE AND WILLIAM L. PASCHKE1 Abstract. A quasi-expectation of a C*-algebra A on a C*-subalgebra B is a bounded linear projection Q: A -> B such that Q(xay) = xQ(a)y Vx,y £ B, a e A. It is shown that if M is a von Neumann algebra of operators on Hubert space H for which there exists a quasi-expectation of B(H) on M, then there exists a projection of norm one of B(H) on M, i.e. M is injective. Further, if M is an amenable von Neumann subalgebra of a von Neumann algebra N, then there exists a quasi-expectation of N on M' n N. These two facts yield as an immediate corollary the recent result of A. Cormes that all amenable von Neumann algebras are injective. Let A be a unital C*-algebra and B a unital C*-subalgebra of A. By a quasi-expectation of A on B, we mean a bounded linear projection Q: A -» B such that Q(xay) = xQ(a)y Vx,y G B, a G A. A classical result of J. Tomiyama [13] says that any projection of norm one of A onto F is a quasi-expectation. In what follows, we will show that if M is a von Neumann algebra of operators on Hubert space H, then the existence of a quasi-expec- tation of B(H) on M implies the existence of a projection of norm one of B(H) on M. -
Von Neumann Algebras Form a Model for the Quantum Lambda Calculus∗
Von Neumann Algebras form a Model for the Quantum Lambda Calculus∗ Kenta Cho and Abraham Westerbaan Institute for Computing and Information Sciences Radboud University, Nijmegen, the Netherlands {K.Cho,awesterb}@cs.ru.nl Abstract We present a model of Selinger and Valiron’s quantum lambda calculus based on von Neumann algebras, and show that the model is adequate with respect to the operational semantics. 1998 ACM Subject Classification F.3.2 Semantics of Programming Language Keywords and phrases quantum lambda calculus, von Neumann algebras 1 Introduction In 1925, Heisenberg realised, pondering upon the problem of the spectral lines of the hydrogen atom, that a physical quantity such as the x-position of an electron orbiting a proton is best described not by a real number but by an infinite array of complex numbers [12]. Soon afterwards, Born and Jordan noted that these arrays should be multiplied as matrices are [3]. Of course, multiplying such infinite matrices may lead to mathematically dubious situations, which spurred von Neumann to replace the infinite matrices by operators on a Hilbert space [44]. He organised these into rings of operators [25], now called von Neumann algebras, and thereby set off an explosion of research (also into related structures such as Jordan algebras [13], orthomodular lattices [2], C∗-algebras [34], AW ∗-algebras [17], order unit spaces [14], Hilbert C∗-modules [28], operator spaces [31], effect algebras [8], . ), which continues even to this day. One current line of research (with old roots [6, 7, 9, 19]) is the study of von Neumann algebras from a categorical perspective (see e.g. -
Approximation Boundedness Surjectivity
APPROXIMATION BOUNDEDNESS SURJECTIVITY Olav Kristian Nygaard Dr. scient. thesis, University of Bergen, 2001 Approximation, Boundedness, Surjectivity Olav Kr. Nygaard, 2001 ISBN 82-92-160-08-6 Contents 1Theframework 9 1.1 Separability, bases and the approximation property ....... 13 1.2Thecompletenessassumption................... 16 1.3Theoryofclosed,convexsets................... 19 2 Factorization of weakly compact operators and the approximation property 25 2.1Introduction............................. 25 2.2 Criteria of the approximation property in terms of the Davis- Figiel-Johnson-Pe'lczy´nskifactorization.............. 27 2.3Uniformisometricfactorization.................. 33 2.4 The approximation property and ideals of finite rank operators 36 2.5 The compact approximation property and ideals of compact operators.............................. 39 2.6 From approximation properties to metric approximation prop- erties................................. 41 3 Boundedness and surjectivity 49 3.1Introduction............................. 49 3.2Somemorepreliminaries...................... 52 3.3 The boundedness property in normed spaces . ....... 57 3.4ThesurjectivitypropertyinBanachspaces........... 59 3.5 The Seever property and the Nikod´ymproperty......... 63 3.6 Some results on thickness in L(X, Y )∗ .............. 63 3.7Somequestionsandremarks.................... 65 4 Slices in the unit ball of a uniform algebra 69 4.1Introduction............................. 69 4.2Thesliceshavediameter2..................... 70 4.3Someremarks........................... -
Algebra of Operators Affiliated with a Finite Type I Von Neumann Algebra
UNIVERSITATIS IAGELLONICAE ACTA MATHEMATICA doi: 10.4467/20843828AM.16.005.5377 53(2016), 39{57 ALGEBRA OF OPERATORS AFFILIATED WITH A FINITE TYPE I VON NEUMANN ALGEBRA by Piotr Niemiec and Adam Wegert Abstract. The aim of the paper is to prove that the ∗-algebra of all (closed densely defined linear) operators affiliated with a finite type I von Neumann algebra admits a unique center-valued trace, which turns out to be, in a sense, normal. It is also demonstrated that for no other von Neumann algebras similar constructions can be performed. 1. Introduction. With every von Neumann algebra A one can associate the set Aff(A) of operators (unbounded, in general) which are affiliated with A. In [11] Murray and von Neumann discovered that, surprisingly, Aff(A) turns out to be a unital ∗-algebra when A is finite. This was in fact the first example of a rich set of unbounded operators in which one can define algebraic binary op- erations in a natural manner. This concept was later adapted by Segal [17,18], who distinguished a certain class of unbounded operators (namely, measurable with respect to a fixed normal faithful semi-finite trace) affiliated with an ar- bitrary semi-finite von Neumann algebra and equipped it with a structure of a ∗-algebra (for an alternative proof see e.g. [12] or x2 in Chapter IX of [21]). A more detailed investigations in algebras of the form Aff(A) were initiated by a work of Stone [19], who described their models for commutative A in terms of unbounded continuous functions densely defined on the Gelfand spectrum X of A. -
Free Banach Spaces and the Approximation Properties
PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY Volume 142, Number 5, May 2014, Pages 1681–1687 S 0002-9939(2014)11933-2 Article electronically published on February 18, 2014 FREE BANACH SPACES AND THE APPROXIMATION PROPERTIES GILLES GODEFROY AND NARUTAKA OZAWA (Communicated by Thomas Schlumprecht) Abstract. We characterize the metric spaces whose free spaces have the bounded approximation property through a Lipschitz analogue of the local reflexivity principle. We show that there exist compact metric spaces whose free spaces fail the approximation property. 1. Introduction Let M be a pointed metric space, that is, a metric space equipped with a distin- guished point denoted 0. We denote by Lip0(M) the Banach space of all real-valued Lipschitz functions defined on M which vanish at 0, equipped with the natural Lip- schitz norm |f(x) − f(y)| f =sup ;(x, y) ∈ M 2,x= y . L x − y ∈ For all x M, the Dirac measure δ(x) defines a continuous linear form on Lip0(M). Equicontinuity shows that the closed unit ball of Lip0(M) is compact for pointwise { ∈ } ∗ convergence on M, and thus the closed linear span of δ(x); x M in Lip0(M) is an isometric predual of Lip0(M). This predual is called the Arens-Eells space of M in [We] and (when M is a Banach space) the Lipschitz-free space over M in [GK], denoted by F(M). We will use this notation and simply call F(M)thefree space over M.WhenM is separable, the Banach space F(M) is separable as well, { ∈ } ∗ since the set δ(x); x M equipped with the distance induced by Lip0(M) is isometric to M. -
Set Theory and Von Neumann Algebras
SET THEORY AND VON NEUMANN ALGEBRAS ASGER TORNQUIST¨ AND MARTINO LUPINI Introduction The aim of the lectures is to give a brief introduction to the area of von Neumann algebras to a typical set theorist. The ideal intended reader is a person in the field of (descriptive) set theory, who works with group actions and equivalence relations, and who is familiar with the rudiments of ergodic theory, and perhaps also orbit equivalence. This should not intimidate readers with a different background: Most notions we use in these notes will be defined. The reader is assumed to know a small amount of functional analysis. For those who feel a need to brush up on this, we recommend consulting [Ped89]. What is the motivation for giving these lectures, you ask. The answer is two-fold: On the one hand, there is a strong connection between (non-singular) group actions, countable Borel equiva- lence relations and von Neumann algebras, as we will see in Lecture 3 below. In the past decade, the knowledge about this connection has exploded, in large part due to the work of Sorin Popa and his many collaborators. Von Neumann algebraic techniques have lead to many discoveries that are also of significance for the actions and equivalence relations themselves, for instance, of new cocycle superrigidity theorems. On the other hand, the increased understanding of the connection between objects of ergodic theory, and their related von Neumann algebras, has also made it pos- sible to construct large families of non-isomorphic von Neumann algebras, which in turn has made it possible to prove non-classification type results for the isomorphism relation for various types of von Neumann algebras (and in particular, factors). -
THE TIGHT APPROXIMATION PROPERTY 1. Introduction One Of
THE TIGHT APPROXIMATION PROPERTY OLIVIER BENOIST AND OLIVIER WITTENBERG Abstract. This article introduces and studies the tight approximation property, a property of algebraic varieties defined over the function field of a complex or real curve that refines the weak approximation property (and the known cohomological obstructions to it) by incorporating an approximation condition in the Euclidean topology. We prove that the tight approximation property is a stable birational invariant, is compatible with fibrations, and satisfies descent under torsors of linear algebraic groups. Its validity for a number of rationally connected varieties follows. Some concrete consequences are: smooth loops in the real locus of a smooth compactification of a real linear algebraic group, or in a smooth cubic hypersurface of dimension 2, can be approximated by rational algebraic curves; homogeneous spaces of linear≥ algebraic groups over the function field of a real curve satisfy weak approximation. 1. Introduction One of the basic results of the theory of rationally connected varieties states that on any smooth and proper variety over C which is rationally connected—that is, on which two general points can be joined by a rational curve—any finite set of points can in fact be joined by a single rational curve (see [Kol96, Chapter IV, Theorem 3.9]). Questions on the existence of algebraic curves on algebraic varieties have been at the core of further developments of the theory. Graber, Harris and Starr [GHS03] have shown that a dominant map f : X B between smooth proper varieties over C, where B is a connected curve, admits→ a section if its geometric generic fibre is rationally connected. -
The Version for Compact Operators of Lindenstrauss Properties a and B
THE VERSION FOR COMPACT OPERATORS OF LINDENSTRAUSS PROPERTIES A AND B Miguel Mart´ın Departamento de An´alisisMatem´atico Facultad de Ciencias Universidad de Granada 18071 Granada, Spain E-mail: [email protected] ORCID: 0000-0003-4502-798X Abstract. It has been very recently discovered that there are compact linear operators between Banach spaces which cannot be approximated by norm attaining operators. The aim of this expository paper is to give an overview of those examples and also of sufficient conditions ensuring that compact linear operators can be approximated by norm attaining operators. To do so, we introduce the analogues for compact operators of Lindenstrauss properties A and B. 1. Introduction The study of norm attaining operators started with a celebrated paper by J. Lindenstrauss of 1963 [27]. There, he provided examples of pairs of Banach spaces such that there are (bounded linear) operators between them which cannot be approximated by norm attaining operators. Also, sufficient conditions on the domain space or on the range space providing the density of norm attaining operators were given. We recall that an operator T between two Banach spaces X and Y is said to attain its norm whenever there is x 2 X with kxk = 1 such that kT k = kT (x)k (that is, the supremum defining the operator norm is actually a maximum). Very recently, it has been shown that there exist compact linear operators between Banach spaces which cannot be approximated by norm attaining operators [30], solving a question that has remained open since the 1970s. We recall that an operator between Banach spaces is compact if it carries bounded sets into relatively compact sets or, equivalently, if the closure of the image of the unit ball is compact. -
Categorical Characterizations of Operator-Valued Measures
Categorical characterizations of operator-valued measures Frank Roumen Inst. for Mathematics, Astrophysics and Particle Physics (IMAPP) Radboud University Nijmegen [email protected] The most general type of measurement in quantum physics is modeled by a positive operator-valued measure (POVM). Mathematically, a POVM is a generalization of a measure, whose values are not real numbers, but positive operators on a Hilbert space. POVMs can equivalently be viewed as maps between effect algebras or as maps between algebras for the Giry monad. We will show that this equivalence is an instance of a duality between two categories. In the special case of continuous POVMs, we obtain two equivalent representations in terms of morphisms between von Neumann algebras. 1 Introduction The logic governing quantum measurements differs from classical logic, and it is still unknown which mathematical structure is the best description of quantum logic. The first attempt for such a logic was discussed in the famous paper [2], in which Birkhoff and von Neumann propose to use the orthomod- ular lattice of projections on a Hilbert space. However, this approach has been criticized for its lack of generality, see for instance [22] for an overview of experiments that do not fit in the Birkhoff-von Neumann scheme. The operational approach to quantum physics generalizes the approach based on pro- jective measurements. In this approach, all measurements should be formulated in terms of the outcome statistics of experiments. Thus the logical and probabilistic aspects of quantum mechanics are combined into a unified description. The basic concept of operational quantum mechanics is an effect on a Hilbert space, which is a positive operator lying below the identity. -
Von Neumann Algebras
1 VON NEUMANN ALGEBRAS ADRIAN IOANA These are lecture notes from a topics graduate class taught at UCSD in Winter 2019. 1. Review of functional analysis In this section we state the results that we will need from functional analysis. All of these are stated and proved in [Fo99, Chapters 4-7]. Convention. All vector spaces considered below are over C. 1.1. Normed vector spaces. Definition 1.1. A normed vector space is a vector space X over C together with a map k · k : X ! [0; 1) which is a norm, i.e., it satisfies that • kx + yk ≤ kxk + kyk, for al x; y 2 X, • kαxk = jαj kxk, for all x 2 X and α 2 C, and • kxk = 0 , x = 0, for all x 2 X. Definition 1.2. Let X be a normed vector space. (1) A map ' : X ! C is called a linear functional if it satisfies '(αx + βy) = α'(x) + β'(y), for all α; β 2 C and x; y 2 X. A linear functional ' : X ! C is called bounded if ∗ k'k := supkxk≤1 j'(x)j < 1. The dual of X, denoted X , is the normed vector space of all bounded linear functionals ' : X ! C. (2) A map T : X ! X is called linear if it satisfies T (αx+βy) = αT (x)+βT (y), for all α; β 2 C and x; y 2 X. A linear map T : X ! X is called bounded if kT k := supkxk≤1 kT (x)k < 1. A linear bounded map T is usually called a linear bounded operator, or simply a bounded operator.