The Version for Compact Operators of Lindenstrauss Properties a and B
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On Quasi Norm Attaining Operators Between Banach Spaces
ON QUASI NORM ATTAINING OPERATORS BETWEEN BANACH SPACES GEUNSU CHOI, YUN SUNG CHOI, MINGU JUNG, AND MIGUEL MART´IN Abstract. We provide a characterization of the Radon-Nikod´ymproperty in terms of the denseness of bounded linear operators which attain their norm in a weak sense, which complement the one given by Bourgain and Huff in the 1970's. To this end, we introduce the following notion: an operator T : X ÝÑ Y between the Banach spaces X and Y is quasi norm attaining if there is a sequence pxnq of norm one elements in X such that pT xnq converges to some u P Y with }u}“}T }. Norm attaining operators in the usual (or strong) sense (i.e. operators for which there is a point in the unit ball where the norm of its image equals the norm of the operator) and also compact operators satisfy this definition. We prove that strong Radon-Nikod´ymoperators can be approximated by quasi norm attaining operators, a result which does not hold for norm attaining operators in the strong sense. This shows that this new notion of quasi norm attainment allows to characterize the Radon-Nikod´ymproperty in terms of denseness of quasi norm attaining operators for both domain and range spaces, completing thus a characterization by Bourgain and Huff in terms of norm attaining operators which is only valid for domain spaces and it is actually false for range spaces (due to a celebrated example by Gowers of 1990). A number of other related results are also included in the paper: we give some positive results on the denseness of norm attaining Lipschitz maps, norm attaining multilinear maps and norm attaining polynomials, characterize both finite dimensionality and reflexivity in terms of quasi norm attaining operators, discuss conditions to obtain that quasi norm attaining operators are actually norm attaining, study the relationship with the norm attainment of the adjoint operator and, finally, present some stability results. -
Compact Operators on Hilbert Spaces S
INTERNATIONAL JOURNAL OF MATHEMATICS AND SCIENTIFIC COMPUTING (ISSN: 2231-5330), VOL. 4, NO. 2, 2014 101 Compact Operators on Hilbert Spaces S. Nozari Abstract—In this paper, we obtain some results on compact Proof: Let T is invertible. It is well-known and easy to operators. In particular, we prove that if T is an unitary operator show that the composition of two operator which at least one on a Hilbert space H, then it is compact if and only if H has T of them be compact is also compact ([4], Th. 11.5). Therefore finite dimension. As the main theorem we prove that if be TT −1 I a hypercyclic operator on a Hilbert space, then T n (n ∈ N) is = is compact which contradicts to Lemma I.3. noncompact. Corollary II.2. If T is an invertible operator on an infinite Index Terms—Compact operator, Linear Projections, Heine- dimensional Hilbert space, then it is not compact. Borel Property. Corollary II.3. Let T be a bounded operator with finite rank MSC 2010 Codes – 46B50 on an infinite-dimensional Hilbert space H. Then T is not invertible. I. INTRODUCTION Proof: By Theorem I.4, T is compact. Now the proof is Surely, the operator theory is the heart of functional analy- completed by Theorem II.1. sis. This means that if one wish to work on functional analysis, P H he/she must study the operator theory. In operator theory, Corollary II.4. Let be a linear projection on with finite we study operators and connection between it with other rank. -
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. -
An Image Problem for Compact Operators 1393
PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY Volume 134, Number 5, Pages 1391–1396 S 0002-9939(05)08084-6 Article electronically published on October 7, 2005 AN IMAGE PROBLEM FOR COMPACT OPERATORS ISABELLE CHALENDAR AND JONATHAN R. PARTINGTON (Communicated by Joseph A. Ball) Abstract. Let X be a separable Banach space and (Xn)n a sequence of closed subspaces of X satisfying Xn ⊂Xn+1 for all n. We first prove the existence of a dense-range and injective compact operator K such that each KXn is a dense subset of Xn, solving a problem of Yahaghi (2004). Our second main result concerns isomorphic and dense-range injective compact mappings be- tween dense sets of linearly independent vectors, extending a result of Grivaux (2003). 1. Introduction Let X be an infinite-dimensional separable real or complex Banach space and denote by L(X ) the algebra of all bounded and linear mappings from X to X .A chain of subspaces of X is defined to be a sequence (at most countable) (Xn)n≥0 of closed subspaces of X such that X0 = {0} and Xn ⊂Xn+1 for all n ≥ 0. The identity map on X is denoted by Id. Section 2 of this paper is devoted to the construction of injective and dense- range compact operators K ∈L(X ) such that KXn is a dense subset of Xn for all n. Note that for separable Hilbert spaces, using an orthonormal basis B and diagonal compact operators relative to B, it is not difficult to construct injective, dense-range and normal compact operators such that each KXn is a dense subset of Xn. -
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........................... -
Invariant Subspaces of Compact Operators on Topological Vector Spaces
Pacific Journal of Mathematics INVARIANT SUBSPACES OF COMPACT OPERATORS ON TOPOLOGICAL VECTOR SPACES ARTHUR D. GRAINGER Vol. 56, No. 2 December 1975 PACIFIC JOURNAL OF MATHEMATICS Vol. 56. No. 2, 1975 INVARIANT SUBSPACES OF COMPACT OPERATORS ON TOPOLOGICAL VECTOR SPACES ARTHUR D. GRAINGER Let (//, r) be a topological vector space and let T be a compact linear operator mapping H into H (i.e., T[V] is contained in a r- compact set for some r- neighborhood V of the zero vector in H). Sufficient conditions are given for (H,τ) so that T has a non-trivial, closed invariant linear subspace. In particular, it is shown that any complete, metrizable topological vector space with a Schauder basis satisfies the conditions stated in this paper. The proofs and conditions are stated within the framework of nonstandard analysis. Introduction. This paper considers the following problem: given a compact operator T (Definition 2.11) on a topological vector space (H, r), does there exist a closed nontrivial linear subspace F of H such that T[F] CF? Aronszajn and Smith gave an affirmative answer to the above question when H is a Banach space (see [1]). Also it is easily shown that the Aronszajn and Smith result can be extended to locally convex spaces. However, it appears that other methods must be used for nonlocally convex spaces. Sufficient conditions are given for a topological vector space so that a compact linear operator defined on the space has at least one nontrivial closed invariant linear subspace (Definitions 2.1 and 4.1, Theorems 3.2, 4.2 and 4.7). -
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. -
Extension of Compact Operators from DF-Spaces to C(K) Spaces
Applied General Topology c Universidad Polit´ecnica de Valencia @ Volume 7, No. 2, 2006 pp. 165-170 Extension of Compact Operators from DF-spaces to C(K) spaces Fernando Garibay Bonales and Rigoberto Vera Mendoza Abstract. It is proved that every compact operator from a DF- space, closed subspace of another DF-space, into the space C(K) of continuous functions on a compact Hausdorff space K can be extended to a compact operator of the total DF-space. 2000 AMS Classification: Primary 46A04, 46A20; Secondary 46B25. Keywords: Topological vector spaces, DF-spaces and C(K) the spaces. 1. Introduction Let E and X be topological vector spaces with E a closed subspace of X. We are interested in finding out when a continuous operator T : E → C(K) has an extension T˜ : X → C(K), where C(K) is the space of continuous real functions on a compact Hausdorff space K and C(K) has the norm of the supremum. When this is the case we will say that (E,X) has the extension property. Several advances have been made in this direction, a basic resume and bibliography for this problem can be found in [5]. In this work we will focus in the case when the operator T is a compact operator. In [4], p.23 , it is proved that (E,X) has the extension property when E and X are Banach spaces and T : E → C(K) is a compact operator. In this paper we extend this result to the case when E and X are DF-spaces (to be defined below), for this, we use basic tools from topological vector spaces. -
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 . -
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 Completely Bounded Approximation Property for Extended Cuntz–Pimsner Algebras
THE COMPLETELY BOUNDED APPROXIMATION PROPERTY FOR EXTENDED CUNTZ–PIMSNER ALGEBRAS KENNETH J. DYKEMA AND ROGER R. SMITH Abstract. The extended Cuntz–Pimsner algebra E(H), introduced by Pimsner, is constructed from a Hilbert B, B–bimodule H over a C∗–algebra B. In this paper we investigate the Haagerup invariant Λ(·) for these algebras, the main result being that Λ(E(H)) = Λ(B) when H is full over B. In particular, E(H) has the completely bounded approxi- mation property if and only if the same is true for B. 1. Introduction The Haagerup invariant for a C∗–algebra A is defined to be the smallest constant Λ(A) for which there exists a net {φα : A → A}α∈N of finite rank maps satisfying lim kφα(x) − xk = 0, x ∈ A, and kφαkcb ≤ Λ(A), α ∈ N. (1) α If no such net exists then Λ(A) is defined to be ∞, while if Λ(A) < ∞ then A is said to have the completely bounded approximation property (CBAP). The definition of ∗ Λ(A) arose from [12, 8]. In the first of these it was shown that Cr (F2), the reduced C∗–algebra of the free group on two generators, has such a net of contractions, and a stronger result using complete contractions was obtained in the second paper. Sub- sequently, many examples of different values of Λ(·) were given in [6]. An interesting problem is to investigate the behavior of Λ(·) under the standard constructions of ∗ C –algebra theory. In [19], the formula Λ(A1 ⊗ A2) = Λ(A1)Λ(A2) was established for the minimal tensor product, while Λ(A oα G) = Λ(A) was proved for discrete amenable groups in [20] and for general amenable groups in [16].