Some Approximation Properties of Banach Spaces and Banach Lattices
Total Page:16
File Type:pdf, Size:1020Kb

Load more
Recommended publications
-
On the Von Neumann Rule in Quantization
On the von Neumann rule in quantization Olaf M¨uller∗ June 25, 2019 Abstract We show that any linear quantization map into the space of self-adjoint operators in a Hilbert space violates the von Neumann rule on post- composition with real functions. 1 Introduction and main results Physics today has the ambition to be entirely mathematically derivable from two fundamental theories: gravity and the standard model of parti- cle physics. Whereas the former is a classical field theory with only mildly paradoxical features such as black holes, the latter is not so much a closed theory as rather a toolbox full of complex algorithms and ill-defined objects. Moreover, as it uses a form of canonical quantization, the non-mathematical, interpretational subtleties of quantum mechanics, such as the measurement problem, can also be found in the standard model. Despite of these prob- lems, the standard model is very successful if used by experts inasfar as its predictions are in accordance with a large class of experiments to an un- precedented precision. Its canonical quantization uses a quantization map 0 arXiv:1903.10494v3 [math-ph] 22 Jun 2019 Q : G LSA(H) from some nonempty subset G C (C) of classical → ⊂ observables, where C is the classical phase space, usually diffeomorphic to the space of solutions, and LSA(H) is the space of linear self-adjoint (s.-a.) maps of a Hilbert space to itself.1 There is a widely accepted list of desirable properties for a quantization map going back to Weyl, von Neumann and Dirac ([24], [18], [6]): ∗Humboldt-Universit¨at, Institut f¨ur Mathematik, Unter den Linden 6, 10099 Berlin 1More exactly, the image of Q consists of essentially s.-a. -
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. -
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........................... -
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. -
An Introduction to Pseudo-Differential Operators
An introduction to pseudo-differential operators Jean-Marc Bouclet1 Universit´ede Toulouse 3 Institut de Math´ematiquesde Toulouse [email protected] 2 Contents 1 Background on analysis on manifolds 7 2 The Weyl law: statement of the problem 13 3 Pseudodifferential calculus 19 3.1 The Fourier transform . 19 3.2 Definition of pseudo-differential operators . 21 3.3 Symbolic calculus . 24 3.4 Proofs . 27 4 Some tools of spectral theory 41 4.1 Hilbert-Schmidt operators . 41 4.2 Trace class operators . 44 4.3 Functional calculus via the Helffer-Sj¨ostrandformula . 50 5 L2 bounds for pseudo-differential operators 55 5.1 L2 estimates . 55 5.2 Hilbert-Schmidt estimates . 60 5.3 Trace class estimates . 61 6 Elliptic parametrix and applications 65 n 6.1 Parametrix on R ................................ 65 6.2 Localization of the parametrix . 71 7 Proof of the Weyl law 75 7.1 The resolvent of the Laplacian on a compact manifold . 75 7.2 Diagonalization of ∆g .............................. 78 7.3 Proof of the Weyl law . 81 A Proof of the Peetre Theorem 85 3 4 CONTENTS Introduction The spirit of these notes is to use the famous Weyl law (on the asymptotic distribution of eigenvalues of the Laplace operator on a compact manifold) as a case study to introduce and illustrate one of the many applications of the pseudo-differential calculus. The material presented here corresponds to a 24 hours course taught in Toulouse in 2012 and 2013. We introduce all tools required to give a complete proof of the Weyl law, mainly the semiclassical pseudo-differential calculus, and then of course prove it! The price to pay is that we avoid presenting many classical concepts or results which are not necessary for our purpose (such as Borel summations, principal symbols, invariance by diffeomorphism or the G˚ardinginequality). -
Approximation Properties for Group C*-Algebras and Group Von Neumann Algebras
transactions of the american mathematical society Volume 344, Number 2, August 1994 APPROXIMATION PROPERTIES FOR GROUP C*-ALGEBRAS AND GROUP VON NEUMANN ALGEBRAS UFFE HAAGERUP AND JON KRAUS Abstract. Let G be a locally compact group, let C*(G) (resp. VN(G)) be the C*-algebra (resp. the von Neumann algebra) associated with the left reg- ular representation / of G, let A(G) be the Fourier algebra of G, and let MqA(G) be the set of completely bounded multipliers of A(G). With the com- pletely bounded norm, MqA(G) is a dual space, and we say that G has the approximation property (AP) if there is a net {ua} of functions in A(G) (with compact support) such that ua —»1 in the associated weak '-topology. In par- ticular, G has the AP if G is weakly amenable (•» A(G) has an approximate identity that is bounded in the completely bounded norm). For a discrete group T, we show that T has the AP •» C* (r) has the slice map property for sub- spaces of any C*-algebra -<=>VN(r) has the slice map property for a-weakly closed subspaces of any von Neumann algebra (Property Sa). The semidirect product of weakly amenable groups need not be weakly amenable. We show that the larger class of groups with the AP is stable with respect to semidirect products, and more generally, this class is stable with respect to group exten- sions. We also obtain some results concerning crossed products. For example, we show that the crossed product M®aG of a von Neumann algebra M with Property S„ by a group G with the AP also has Property Sa . -
Properties of Field Functionals and Characterization of Local Functionals
This is a repository copy of Properties of field functionals and characterization of local functionals. White Rose Research Online URL for this paper: https://eprints.whiterose.ac.uk/126454/ Version: Accepted Version Article: Brouder, Christian, Dang, Nguyen Viet, Laurent-Gengoux, Camille et al. (1 more author) (2018) Properties of field functionals and characterization of local functionals. Journal of Mathematical Physics. ISSN 0022-2488 Reuse Items deposited in White Rose Research Online are protected by copyright, with all rights reserved unless indicated otherwise. They may be downloaded and/or printed for private study, or other acts as permitted by national copyright laws. The publisher or other rights holders may allow further reproduction and re-use of the full text version. This is indicated by the licence information on the White Rose Research Online record for the item. Takedown If you consider content in White Rose Research Online to be in breach of UK law, please notify us by emailing [email protected] including the URL of the record and the reason for the withdrawal request. [email protected] https://eprints.whiterose.ac.uk/ Properties of field functionals and characterization of local functionals Christian Brouder,1, a) Nguyen Viet Dang,2 Camille Laurent-Gengoux,3 and Kasia Rejzner4 1)Sorbonne Universit´es, UPMC Univ. Paris 06, UMR CNRS 7590, Institut de Min´eralogie, de Physique des Mat´eriaux et de Cosmochimie, Mus´eum National d’Histoire Naturelle, IRD UMR 206, 4 place Jussieu, F-75005 Paris, France. 2)Institut Camille Jordan (UMR CNRS 5208) Universit´eClaude Bernard Lyon 1, Bˆat. -
Covariant Schrödinger Semigroups on Riemannian Manifolds1
Covariant Schr¨odinger semigroups on Riemannian manifolds1 Batu G¨uneysu Humboldt-Universit¨at zu Berlin arXiv:1801.01335v2 [math.DG] 23 Apr 2018 1This is a shortened version (the Chapters VII - XIII have been removed). The full version has appeared in December 2017 as a monograph in the Birkh¨auser series Operator Theory: Advances and Applications, and only the latter version should be cited. The full version can be obtained on: http://www.springer.com/de/book/9783319689029 For my daughter Elena ♥ Contents Introduction 5 Chapter I. Sobolev spaces on vector bundles 16 1. Differential operators with smooth coefficients and weak derivatives on vector bundles 16 2. Some remarks on covariant derivatives 25 3. Generalized Sobolev spaces and Meyers-Serrin theorems 28 Chapter II. Smooth heat kernels on vector bundles 35 Chapter III. Basic differential operators in Riemannian manifolds 40 1. Preleminaries from Riemannian geometry 40 2. Riemannian Sobolev spaces and Meyers-Serrin theorems 49 3. The Friedrichs realization of † /2 59 ∇ ∇ Chapter IV. Some specific results for the minimal heat kernel 62 Chapter V. Wiener measure and Brownian motion on Riemannian manifolds 84 1. Introduction 84 2. Path spaces as measurable spaces 85 3. The Wiener measure on Riemannian manifolds 89 Chapter VI. Contractive Dynkin and Kato potentials 98 1. Generally valid results 98 2. Specific results under some control on the geometry 112 Chapter VII. Foundations of covariant Schr¨odinger semigroups 115 1. Notation and preleminaries 115 2. Scalar Schr¨odinger semigroups and the Feynman-Kac (FK) formula 118 3. Kato-Simon inequality 118 1 Chapter VIII. Compactness of V (H∇ + 1)− 119 Chapter IX. -
Some Aspects of Differential Theories Respectfully Dedicated to the Memory of Serge Lang
Handbook of Global Analysis 1071 Demeter Krupka and David Saunders c 2007 Elsevier All rights reserved Some aspects of differential theories Respectfully dedicated to the memory of Serge Lang Jozsef´ Szilasi and Rezso˝ L. Lovas Contents Introduction 1 Background 2 Calculus in topological vector spaces and beyond 3 The Chern-Rund derivative Introduction Global analysis is a particular amalgamation of topology, geometry and analysis, with strong physical motivations in its roots, its development and its perspectives. To formulate a problem in global analysis exactly, we need (1) a base manifold, (2) suitable fibre bundles over the base manifold, (3) a differential operator between the topological vector spaces consisting of the sec- tions of the chosen bundles. In quantum physical applications, the base manifold plays the role of space-time; its points represent the location of the particles. The particles obey the laws of quantum physics, which are encoded in the vector space structure attached to the particles in the mathematical model. A particle carries this vector space structure with itself as it moves. Thus we arrive at the intuitive notion of vector bundle, which had arisen as the ‘repere` mobile’ in Elie´ Cartan’s works a few years before quantum theory was discovered. To describe a system (e.g. in quantum physics) in the geometric framework of vector bundles effectively, we need a suitably flexible differential calculus. We have to differen- tiate vectors which change smoothly together with the vector space carrying them. The primitive idea of differentiating the coordinates of the vector in a fixed basis is obviously not satisfactory, since there is no intrinsic coordinate system which could guarantee the invariance of the results. -
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.