Lectures on Fréchet Spaces
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Arxiv:0704.2891V3 [Math.AG] 5 Dec 2007 Schwartz Functions on Nash Manifolds
Schwartz functions on Nash manifolds Avraham Aizenbud and Dmitry Gourevitch ∗ July 11, 2011 Abstract In this paper we extend the notions of Schwartz functions, tempered func- tions and generalized Schwartz functions to Nash (i.e. smooth semi-algebraic) manifolds. We reprove for this case classically known properties of Schwartz functions on Rn and build some additional tools which are important in rep- resentation theory. Contents 1 Introduction 2 1.1 Mainresults................................ 3 1.2 Schwartz sections of Nash bundles . 4 1.3 Restricted topologyand sheaf properties . .... 4 1.4 Possibleapplications ........................... 5 1.5 Summary ................................. 6 1.6 Remarks.................................. 6 2 Semi-algebraic geometry 8 2.1 Basicnotions ............................... 8 arXiv:0704.2891v3 [math.AG] 5 Dec 2007 2.2 Tarski-Seidenberg principle of quantifier elimination anditsapplications............................ 8 2.3 Additional preliminary results . .. 10 ∗Avraham Aizenbud and Dmitry Gourevitch, Faculty of Mathematics and Computer Science, The Weizmann Institute of Science POB 26, Rehovot 76100, ISRAEL. E-mails: [email protected], [email protected]. Keywords: Schwartz functions, tempered functions, generalized functions, distributions, Nash man- ifolds. 1 3 Nash manifolds 11 3.1 Nash submanifolds of Rn ......................... 11 3.2 Restricted topological spaces and sheaf theory over them........ 12 3.3 AbstractNashmanifolds . 14 3.3.1 ExamplesandRemarks. 14 3.4 Nashvectorbundles ........................... 15 3.5 Nashdifferentialoperators . 16 3.5.1 Algebraic differential operators on a Nash manifold . .... 17 3.6 Nashtubularneighborhood . 18 4 Schwartz and tempered functions on affine Nash manifolds 19 4.1 Schwartzfunctions ............................ 19 4.2 Temperedfunctions. .. .. .. 20 4.3 Extension by zero of Schwartz functions . .. 20 4.4 Partitionofunity ............................. 21 4.5 Restriction and sheaf property of tempered functions . -
209 a Note on Closed Graph Theorems
Acta Math. Univ. Comenianae 209 Vol. LXXV, 2(2006), pp. 209–218 A NOTE ON CLOSED GRAPH THEOREMS F. GACH Abstract. We give a common generalisation of the closed graph theorems of De Wilde and of Popa. 1. Introduction In the theory of locally convex spaces, M. De Wilde’s notion of webs is the abstrac- tion of all that is essential in order to prove very general closed graph theorems. Here we concentrate on his theorem in [1] for linear mappings with bornologically closed graph that have an ultrabornological space as domain and a webbed lo- cally convex space as codomain. Henceforth, we shall refer to this theorem as ‘De Wilde’s closed graph theorem’. As far as the category of bounded linear mappings between separated convex bornological spaces is concerned, there exists a corresponding bornological notion of so-called nets that enabled N. Popa in [5] to prove a bornological version of the closed graph theorem which we name ‘Popa’s closed graph theorem’. Although M. De Wilde’s theorem in the locally convex and N. Popa’s theorem in the convex bornological setting are conceptually similar (see also [3]), they do not directly relate to each other. In this manuscript I present a bornological closed graph theorem that generalises the one of N. Popa and even implies the one of M. De Wilde. First of all, I give a suitable definition of bornological webs on separated convex bornological spaces with excellent stability properties and prove the aforementioned general bornological closed graph theorem. It turns out that there is a connection between topological webs in the sense of M. -
Uniform Boundedness Principle for Unbounded Operators
UNIFORM BOUNDEDNESS PRINCIPLE FOR UNBOUNDED OPERATORS C. GANESA MOORTHY and CT. RAMASAMY Abstract. A uniform boundedness principle for unbounded operators is derived. A particular case is: Suppose fTigi2I is a family of linear mappings of a Banach space X into a normed space Y such that fTix : i 2 Ig is bounded for each x 2 X; then there exists a dense subset A of the open unit ball in X such that fTix : i 2 I; x 2 Ag is bounded. A closed graph theorem and a bounded inverse theorem are obtained for families of linear mappings as consequences of this principle. Some applications of this principle are also obtained. 1. Introduction There are many forms for uniform boundedness principle. There is no known evidence for this principle for unbounded operators which generalizes classical uniform boundedness principle for bounded operators. The second section presents a uniform boundedness principle for unbounded operators. An application to derive Hellinger-Toeplitz theorem is also obtained in this section. A JJ J I II closed graph theorem and a bounded inverse theorem are obtained for families of linear mappings in the third section as consequences of this principle. Go back Let us assume the following: Every vector space X is over R or C. An α-seminorm (0 < α ≤ 1) is a mapping p: X ! [0; 1) such that p(x + y) ≤ p(x) + p(y), p(ax) ≤ jajαp(x) for all x; y 2 X Full Screen Close Received November 7, 2013. 2010 Mathematics Subject Classification. Primary 46A32, 47L60. Key words and phrases. -
Boundedness in Linear Topological Spaces
BOUNDEDNESS IN LINEAR TOPOLOGICAL SPACES BY S. SIMONS Introduction. Throughout this paper we use the symbol X for a (real or complex) linear space, and the symbol F to represent the basic field in question. We write R+ for the set of positive (i.e., ^ 0) real numbers. We use the term linear topological space with its usual meaning (not necessarily Tx), but we exclude the case where the space has the indiscrete topology (see [1, 3.3, pp. 123-127]). A linear topological space is said to be a locally bounded space if there is a bounded neighbourhood of 0—which comes to the same thing as saying that there is a neighbourhood U of 0 such that the sets {(1/n) U} (n = 1,2,—) form a base at 0. In §1 we give a necessary and sufficient condition, in terms of invariant pseudo- metrics, for a linear topological space to be locally bounded. In §2 we discuss the relationship of our results with other results known on the subject. In §3 we introduce two ways of classifying the locally bounded spaces into types in such a way that each type contains exactly one of the F spaces (0 < p ^ 1), and show that these two methods of classification turn out to be identical. Also in §3 we prove a metrization theorem for locally bounded spaces, which is related to the normal metrization theorem for uniform spaces, but which uses a different induction procedure. In §4 we introduce a large class of linear topological spaces which includes the locally convex spaces and the locally bounded spaces, and for which one of the more important results on boundedness in locally convex spaces is valid. -
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. -
Distinguished Property in Tensor Products and Weak* Dual Spaces
axioms Article Distinguished Property in Tensor Products and Weak* Dual Spaces Salvador López-Alfonso 1 , Manuel López-Pellicer 2,* and Santiago Moll-López 3 1 Department of Architectural Constructions, Universitat Politècnica de València, 46022 Valencia, Spain; [email protected] 2 Emeritus and IUMPA, Universitat Politècnica de València, 46022 Valencia, Spain 3 Department of Applied Mathematics, Universitat Politècnica de València, 46022 Valencia, Spain; [email protected] * Correspondence: [email protected] 0 Abstract: A local convex space E is said to be distinguished if its strong dual Eb has the topology 0 0 0 0 b(E , (Eb) ), i.e., if Eb is barrelled. The distinguished property of the local convex space Cp(X) of real- valued functions on a Tychonoff space X, equipped with the pointwise topology on X, has recently aroused great interest among analysts and Cp-theorists, obtaining very interesting properties and nice characterizations. For instance, it has recently been obtained that a space Cp(X) is distinguished if and only if any function f 2 RX belongs to the pointwise closure of a pointwise bounded set in C(X). The extensively studied distinguished properties in the injective tensor products Cp(X) ⊗# E and in Cp(X, E) contrasts with the few distinguished properties of injective tensor products related to the dual space Lp(X) of Cp(X) endowed with the weak* topology, as well as to the weak* dual of Cp(X, E). To partially fill this gap, some distinguished properties in the injective tensor product space Lp(X) ⊗# E are presented and a characterization of the distinguished property of the weak* dual of Cp(X, E) for wide classes of spaces X and E is provided. -
A Note on Bilinear Forms
A note on bilinear forms Darij Grinberg July 9, 2020 Contents 1. Introduction1 2. Bilinear maps and forms1 3. Left and right orthogonal spaces4 4. Interlude: Symmetric and antisymmetric bilinear forms 14 5. The morphism of quotients I 15 6. The morphism of quotients II 20 7. More on orthogonal spaces 24 1. Introduction In this note, we shall prove some elementary linear-algebraic properties of bi- linear forms. These properties generalize some of the standard facts about non- degenerate bilinear forms on finite-dimensional vector spaces (e.g., the fact that ? V? = V for a vector subspace V of a vector space A equipped with a nonde- generate symmetric bilinear form) to bilinear forms which may be degenerate. They are unlikely to be new, but I have not found them explored anywhere, whence this note. 2. Bilinear maps and forms We fix a field k. This field will be fixed for the rest of this note. The notion of a “vector space” will always be understood to mean “k-vector space”. The 1 A note on bilinear forms July 9, 2020 word “subspace” will always mean “k-vector subspace”. The word “linear” will always mean “k-linear”. If V and W are two k-vector spaces, then Hom (V, W) denotes the vector space of all linear maps from V to W. If S is a subset of a vector space V, then span S will mean the span of S (that is, the subspace of V spanned by S). We recall the definition of a bilinear map: Definition 2.1. -
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. -
171 Composition Operator on the Space of Functions
Acta Math. Univ. Comenianae 171 Vol. LXXXI, 2 (2012), pp. 171{183 COMPOSITION OPERATOR ON THE SPACE OF FUNCTIONS TRIEBEL-LIZORKIN AND BOUNDED VARIATION TYPE M. MOUSSAI Abstract. For a Borel-measurable function f : R ! R satisfying f(0) = 0 and Z sup t−1 sup jf 0(x + h) − f 0(x)jp dx < +1; (0 < p < +1); t>0 R jh|≤t s n we study the composition operator Tf (g) := f◦g on Triebel-Lizorkin spaces Fp;q(R ) in the case 0 < s < 1 + (1=p). 1. Introduction and the main result The study of the composition operator Tf : g ! f ◦ g associated to a Borel- s n measurable function f : R ! R on Triebel-Lizorkin spaces Fp;q(R ), consists in finding a characterization of the functions f such that s n s n (1.1) Tf (Fp;q(R )) ⊆ Fp;q(R ): The investigation to establish (1.1) was improved by several works, for example the papers of Adams and Frazier [1,2 ], Brezis and Mironescu [6], Maz'ya and Shaposnikova [9], Runst and Sickel [12] and [10]. There were obtained some necessary conditions on f; from which we recall the following results. For s > 0, 1 < p < +1 and 1 ≤ q ≤ +1 n s n s n • if Tf takes L1(R ) \ Fp;q(R ) to Fp;q(R ), then f is locally Lipschitz con- tinuous. n s n • if Tf takes the Schwartz space S(R ) to Fp;q(R ), then f belongs locally to s Fp;q(R). The first assertion is proved in [3, Theorem 3.1]. -
Subprojective Banach Spaces
Subprojective Banach spaces T. Oikhberg Dept. of Mathematics, University of Illinois at Urbana-Champaign, Urbana IL 61801, USA E. Spinu Dept. of Mathematical and Statistical Sciences, University of Alberta Edmonton, Alberta T6G 2G1, CANADA Abstract A Banach space X is called subprojective if any of its infinite dimensional sub- spaces contains a further infinite dimensional subspace complemented in X. This paper is devoted to systematic study of subprojectivity. We examine the stability of subprojectivity of Banach spaces under various operations, such us direct or twisted sums, tensor products, and forming spaces of operators. Along the way, we obtain new classes of subprojective spaces. Keywords: Banach space, complemented subspace, tensor product, space of operators. 1. Introduction and main results Throughout this note, all Banach spaces are assumed to be infinite dimen- sional, and subspaces, infinite dimensional and closed, until specified otherwise. A Banach space X is called subprojective if every subspace Y X contains a further subspace Z Y , complemented in X. This notion was introduced in [41], in order to study the (pre)adjoints of strictly singular operators. Recall that an operator T P BpX; Y q is strictly singular (T P SSpX; Y q) if T is not an isomorphism on any subspace of X. In particular, it was shown that, if Y is subprojective, and, for T P BpX; Y q, T ¦ P SSpY ¦;X¦q, then T P SSpX; Y q. Later, connections between subprojectivity and perturbation classes were discovered. More specifically, denote by Φ pX; Y q the set of upper semi-Fredholm operators { that is, operators with closed range, and finite dimensional kernel. -
Bornologically Isomorphic Representations of Tensor Distributions
Bornologically isomorphic representations of distributions on manifolds E. Nigsch Thursday 15th November, 2018 Abstract Distributional tensor fields can be regarded as multilinear mappings with distributional values or as (classical) tensor fields with distribu- tional coefficients. We show that the corresponding isomorphisms hold also in the bornological setting. 1 Introduction ′ ′ ′r s ′ Let D (M) := Γc(M, Vol(M)) and Ds (M) := Γc(M, Tr(M) ⊗ Vol(M)) be the strong duals of the space of compactly supported sections of the volume s bundle Vol(M) and of its tensor product with the tensor bundle Tr(M) over a manifold; these are the spaces of scalar and tensor distributions on M as defined in [?, ?]. A property of the space of tensor distributions which is fundamental in distributional geometry is given by the C∞(M)-module isomorphisms ′r ∼ s ′ ∼ r ′ Ds (M) = LC∞(M)(Tr (M), D (M)) = Ts (M) ⊗C∞(M) D (M) (1) (cf. [?, Theorem 3.1.12 and Corollary 3.1.15]) where C∞(M) is the space of smooth functions on M. In[?] a space of Colombeau-type nonlinear generalized tensor fields was constructed. This involved handling smooth functions (in the sense of convenient calculus as developed in [?]) in par- arXiv:1105.1642v1 [math.FA] 9 May 2011 ∞ r ′ ticular on the C (M)-module tensor products Ts (M) ⊗C∞(M) D (M) and Γ(E) ⊗C∞(M) Γ(F ), where Γ(E) denotes the space of smooth sections of a vector bundle E over M. In[?], however, only minor attention was paid to questions of topology on these tensor products. -
THE BANACH SPACES C(K) and I/O*)1 My Concern in This Talk Is With
BULLETIN OF THE AMERICAN MATHEMATICAL SOCIETY Volume 81, Number 5, September 1975 THE BANACH SPACES C(K) AND I/O*)1 BY HASKELL P. ROSENTHAL My concern in this talk is with isomorphic, as opposed to isometric, properties of Banach spaces. I shall present here a limited discussion, from the isomorphic viewpoint, on the vast domain of the Banach spaces C(K) and LP(JLL). The study of these spaces from this viewpoint leads to deep applications of many results in classical analysis and probability theory, and also to the discovery of new results which should be of classical interest. This study also provides a unified manner in which to comprehend a great deal of classical mathematics. These special Banach spaces play a vital role in the study of general Banach spaces. They admit beautiful characterizations singling them out from the general theory. Their particular structure is rich and remarkable. Moreover, invariants for general Banach spaces have resulted from some of those initially established for these special spaces. We take up the structure of quotient spaces and complemented subspaces of C([0,1]) in §1. In §2 we briefly review the results concerning com plemented subspaces of Lp([0,1]) and in §3 we discuss reflexive subspaces of L1. We also include some Banach-space consequences of the Radon- Nikodym property in an Appendix. We do not discuss here one of the powerful general techniques in Banach space theory, that of p-summing operators from a C(K)-space to a given Banach space. This technique was used in [36] for studying quotient spaces of C(K)-spaces; the methods developed there have turned out to hold in considerable generality.