Unbounded Operator Algebras and BF-Spaces
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Polar Convolution∗
SIAM J. OPTIM. c 2019 Society for Industrial and Applied Mathematics Vol. 29, No. 2, pp. 1366{1391 POLAR CONVOLUTION∗ MICHAEL P. FRIEDLANDERy , IVES MACEDO^ z , AND TING KEI PONGx Abstract. The Moreau envelope is one of the key convexity-preserving functional operations in convex analysis, and it is central to the development and analysis of many approaches for convex optimization. This paper develops the theory for an analogous convolution operation, called the polar envelope, specialized to gauge functions. Many important properties of the Moreau envelope and the proximal map are mirrored by the polar envelope and its corresponding proximal map. These properties include smoothness of the envelope function, uniqueness, and continuity of the proximal map, which play important roles in duality and in the construction of algorithms for gauge optimization. A suite of tools with which to build algorithms for this family of optimization problems is thus established. Key words. gauge optimization, max convolution, proximal algorithms AMS subject classifications. 90C15, 90C25 DOI. 10.1137/18M1209088 1. Motivation. Let f1 and f2 be proper convex functions that map a finite- dimensional Euclidean space X to the extended reals R [ f+1g. The infimal sum convolution operation (1.1) (f1 f2)(x) = inf f f1(z) + f2(x − z) g z results in a convex function that is a \mixture" of f1 and f2. As is usually the case in convex analysis, the operation is best understood from the epigraphical viewpoint: if the infimal operation attains its optimal value at each x, then the resulting function f1 f2 satisfies the relationship epi(f1 f2) = epi f1 + epi f2: Sum convolution is thus also known as epigraphical addition [14, Page 34]. -
Nonlinear Programming and Optimal Control
.f i ! NASA CQNTRACTQR REPORT o* h d I e U NONLINEAR PROGRAMMING AND OPTIMAL CONTROL Prepared under Grant No. NsG-354 by UNIVERSITY OF CALIFORNIA Berkeley, Calif. for ,:, NATIONALAERONAUTICS AND SPACE ADMINISTRATION WASHINGTON, D. C. 0 MAY 1966 TECH LIBRARY KAFB, NY NONLINEAR PROGRAMING AND OPTIMAL CONTROL By Pravin P. Varaiya Distribution of this report is provided in the interest of informationexchange. Responsibility for the contents resides in the author or organization that prepared it. Prepared under Grant No. NsG-354 by UNIVERSITY OF CALIFORNIA Berkeley, Calif. for NATIONAL AERONAUTICS AND SPACE ADMINISTRATION For sale by the Clearinghouse for Federal Scientific and Technical Information Springfield, Virginia 22151 - Price $3.00 I NONLINEAR PROGRAMMING AND OPTIMAL CONTROL Pravin Pratap Varaiya ABSTRACT Considerable effort has been devoted in recent years to three classes of optimization problems. These areas are non- linear programming, optimal control, and solution of large-scale systems via decomposition. We have proposed a model problem which is a generalization of the usual nonlinear programming pro- blem, and which subsumes these three classes. We derive nec- essary conditions for the solution of our problem. These condi- tions, under varying interpretations and assumptions, yield the Kuhn-Tucker theorem and the maximum principle. Furthermore, they enable us to devise decomposition techniques for a class of large convex programming problems. More important than this unification, in our opinion, is the fact that we have been able to develop a point of view which is useful for most optimization problems. Specifically, weshow that there exist sets which we call local cones and local polars (Chapter I), which play a determining role in maximization theories which consider only first variations, and that these theories give varying sets of assumptions under which these sets, or relations between them, can be obtained explicitly. -
Elements of Functional Analysis
A Elements of functional analysis A.1 Separating hyperplane theorem Let v Rn and γ R be given and consider the set H = x Rn : v, x = γ . For x 2 H we have2 { 2 h i } 2 v, x (γ/ v 2)v =0, − k k 2 so H = v? +(γ/ v )v. The⌦ complement of↵ H consists of the two sets x : v, x <γ and xk: kv, x >γ on the two “sides” of the hyperplane. { h iThe following} { theoremh i says} that for two disjoint, convex sets, one compact and one closed, there exists two “parallel” hyperplanes such that the sets lie strictly one di↵erent sides of those hyperplanes. The assumption that one of the sets is compact can not be dropped (see Exercise 1) Theorem A.1.1 (Separating hyperplane theorem). Let K and C be dis- joint, convex subsets of Rn, K compact and C closed. There exist v Rn and 2 γ1,γ2 R such that 2 v, x <γ <γ < v, y h i 1 2 h i for all x K and y C. 2 2 Proof. Consider the function f : K R defined by f(x) = inf x y : y C , i.e. f(x) is the distance of x to C.! The function f is continuous{k (check)− k and2 } since K is compact, there exists x0 K such that f attains its minimum at x0. Let y C be such that x y 2 f(x ). By the parallelogram law we have n 2 k 0 − nk! 0 y y 2 y x y x 2 n − m = n − 0 m − 0 2 2 − 2 y + y 2 = 1 y x 2 + 1 y x 2 n m x . -
Arxiv:2101.07666V2 [Math.FA] 9 Mar 2021 Fadol Fteei Noperator an Is There If Only and If Us O Oe1 Some for Sums, Under 1,1](Hoe
A DUALITY OPERATORS/BANACH SPACES MIKAEL DE LA SALLE Abstract. Given a set B of operators between subspaces of Lp spaces, we characterize the operators between subspaces of Lp spaces that remain bounded on the X-valued Lp space for every Banach space on which elements of the original class B are bounded. This is a form of the bipolar theorem for a duality between the class of Banach spaces and the class of operators between subspaces of Lp spaces, essentially introduced by Pisier. The methods we introduce allow us to recover also the other direction –characterizing the bipolar of a set of Banach spaces–, which had been obtained by Hernandez in 1983. 1. Introduction All the Banach spaces appearing in this paper will be assumed to be separable, and will be over the field K of real or complex numbers. The local theory of Banach spaces studies infinite dimensional Banach spaces through their finite-dimensional subspaces. For example it cannot distinguish be- tween the (non linearly isomorphic if p =6 2 [3, Theorem XII.3.8]) spaces Lp([0, 1]) and ℓp(N), as they can both be written as the closure of an increasing sequence n of subspaces isometric to ℓp({1,..., 2 }) : the subspace of Lp([0, 1]) made func- k k+1 tions that are constant on the intervals ( 2n , 2n ], and the subspace of ℓp(N) of sequences that vanish oustide of {0,..., 2n − 1} respectively. The relevant notions in the local theory of Banach spaces are the properties of a Banach space that depend only on the collection of his finite dimensional subspaces and not on the way they are organized. -
On Compactness in Locally Convex Spaces
Math. Z. 195, 365-381 (1987) Mathematische Zeitschrift Springer-Verlag 1987 On Compactness in Locally Convex Spaces B. Cascales and J. Orihuela Departamento de Analisis Matematico, Facultad de Matematicas, Universidad de Murcia, E-30.001-Murcia-Spain 1. Introduction and Terminology The purpose of this paper is to show that the behaviour of compact subsets in many of the locally convex spaces that usually appear in Functional Analysis is as good as the corresponding behaviour of compact subsets in Banach spaces. Our results can be intuitively formulated in the following terms: Deal- ing with metrizable spaces or their strong duals, and carrying out any of the usual operations of countable type with them, we ever obtain spaces with their precompact subsets metrizable, and they even give good performance for the weak topology, indeed they are weakly angelic, [-14], and their weakly compact subsets are metrizable if and only if they are separable. The first attempt to clarify the sequential behaviour of the weakly compact subsets in a Banach space was made by V.L. Smulian [26] and R.S. Phillips [23]. Their results are based on an argument of metrizability of weakly compact subsets (see Floret [14], pp. 29-30). Smulian showed in [26] that a relatively compact subset is relatively sequentially compact for the weak to- pology of a Banach space. He also proved that the concepts of relatively countably compact and relatively sequentially compact coincide if the weak-* dual is separable. The last result was extended by J. Dieudonn6 and L. Schwartz in [-9] to submetrizable locally convex spaces. -
Duality Results in Banach and Quasi-Banach Spaces Of
DUALITY RESULTS IN BANACH AND QUASI-BANACH SPACES OF HOMOGENEOUS POLYNOMIALS AND APPLICATIONS VIN´ICIUS V. FAVARO´ AND DANIEL PELLEGRINO Abstract. Spaces of homogeneous polynomials on a Banach space are frequently equipped with quasi- norms instead of norms. In this paper we develop a technique to replace the original quasi-norm by a norm in a dual preserving way, in the sense that the dual of the space with the new norm coincides with the dual of the space with the original quasi-norm. Applications to problems on the existence and approximation of solutions of convolution equations and on hypercyclic convolution operators on spaces of entire functions are provided. Contents 1. Introduction 1 2. Main results 2 3. Prerequisites for the applications 9 3.1. Hypercyclicity results 11 3.2. Existence and approximation results 12 4. Applications 12 4.1. Lorentz nuclear and summing polynomials: the basics 12 4.2. New hypercyclic, existence and approximation results 14 References 22 Mathematics Subject Classifications (2010): 46A20, 46G20, 46A16, 46G25, 47A16. Key words: Banach and quasi-Banach spaces, homogeneous polynomials, entire functions, convolution operators, Lorentz sequence spaces. 1. Introduction arXiv:1503.01079v2 [math.FA] 28 Jul 2016 In the 1960s, many researchers began the study of spaces of holomorphic functions defined on infinite dimensional complex Banach spaces. In this context spaces of n-homogeneous polynomials play a central role in the development of the theory. Several tools, such as topological tensor products and duality theory, are useful and important when we are working with spaces of homogeneous polynomials. Many duality results on spaces of homogeneous polynomials and their applications have appeared in the last decades (see for instance [5, 8, 9, 10, 11, 12, 15, 20, 22, 26, 28, 29, 33, 34, 41, 46] among others). -
P-Quasi-Λ-Nuclear Operators Between Locally Convex Spaces * ﺩ
Al-Aqsa University Journal (Natural Sciences Series) , Vol.14, No.2, Pages 18-26, Jan. 2010 ISSN 2070-3155 p-Quasi-λ-Nuclear Operators Between Locally Convex Spaces * ﺩ. ﺯﻴﺎﺩ ﺼﺎﻓﻲ * ﺩ. ﺃﺤﻤﺩ ﺍﻻﺸﻘﺭ ﺍﻟﻤﻠﺨﺹ ﻓﻲ ﻫﺫﺍ ﺍﻟﺒﺤﺙ ﻗﻤﻨﺎ ﺒﺘﻌﻤﻴﻡ ﻤﻔﻬﻭﻡ ﺍﻟﻤﺅﺜﺭﺍﺕ 2- ﺸﺒﻪ-λ- ﺍﻟﻨﻭﻭﻴﺔ ﺒﻴﻥ ﺍﻟﻔﻀﺎﺀﺍﺕ ﺍﻟﻤﻌﻴﺎﺭﻴﺔ (λ⊆ l1) ﺇﻟﻰ p- ﺸﺒﻪ-λ- ﺍﻟﻨﻭﻭﻴﺔ ﺒﻴﻥ ﺍﻟﻔﻀﺎﺀﺍﺕ ﺍﻟﻤﺤﺩﺒﺔ ﺍﻟﻤﺤﻠﻴﺔ ( ∞p >0, λ⊆ l)، ﻭﻜﺫﺍﻟﻙ ﺩﺭﺴﻨﺎ ﺍﻟﻌﻼﻗﺔ ﺒﻴﻥ ﺍﻟﻤﺅﺜﺭﺍﺕ p- ﺸﺒﻪ-λ- ﺍﻟﻨﻭﻭﻴﺔ، ﻭﺍﻟﻤﺅﺜﺭﺍﺕ ﺍﻟﻨﻭﻭﻴﺔ، ﻭﺍﻟﻤﺅﺜﺭﺍﺕ λ- ﺍﻟﻨﻭﻭﻴﺔ، ﻭﺍﻟﻤﺅﺜﺭﺍﺕ ﺸﺒﻪ-λ-ﺍﻟﻨﻭﻭﻴﺔ، ﻭﺒﺭﻫﻨﺎ ﺃﻥ ﺘﺭﻜﻴﺏ ﻤﺅﺜﺭﻴﻥ ﺃﺤﺩﻫﻤﺎ p- ﺸﺒﻪ-λ- ﻨﻭﻭﻱ ﻴﻜﻭﻥ p - ﺸﺒﻪ-λ- ﻨﻭﻭﻱ . ABSTRACT In this paper we generalize the concept of 2-quasi-λ-nuclear operators between Normed spaces (λ⊆ l1) to p-quasi-λ-nuclear operators between locally convex spaces (p >0, λ⊆ l∞ ) and we study the relationship between p-quasi-λ-nuclear, nuclear operators, λ-nuclear, quasi-nuclear and quasi-λ- nuclear. Also we prove that the composition of two operators, one of them is a p-quasi-λ-nuclear, is again a p-quasi-λ-nuclear operator. * ﻗﺴﻡ ﺍﻟﺭﻴﺎﻀﻴﺎﺕ – ﻜﻠﻴﺔ ﺍﻟﻌﻠﻭﻡ- ﺠﺎﻤﻌﺔ ﺍﻷﻗﺼﻰ - ﻏﺯﺓ - ﻓﻠﺴﻁﻴﻥ. p-Quasi-λ-Nuclear Operators Between Locally… 1. Preliminary. By Shatanawi [5], the operator T from a normed space E into a normed space F is said to be 2-quasi-λ-nuclear if there is a sequence ()α n ∈ λ ( λ ⊆ l1 ) and a bounded sequence ()an in E ′ such that ∞ 12 ⎛⎞2 Tx≤〈〉∞∀∈⎜⎟∑ |α nn || x , a | < , x E. ⎝⎠n =1 In this paper, we generalize this definition to p-quasi-λ-nuclear operator between locally convex spaces where λ ⊆ l ∞ and p > 0 . -
XILIARY CONCEPTS ASD FACTS IBTERNAL REPOET (.Limited Distribution) 1
AUXILIARY CONCEPTS ASD FACTS IBTERNAL REPOET (.Limited distribution) 1. If {e } , {h. } are orttLonormal tases in the Hilbert space H, and n n 1 o> , respectively, and X > 0 are the numbers such that the series > X International Atomic Energy Agency n _ / . n •,., and converges, then the formula Af = X (f,e )h defines an operator of the n n n Un'itad nations Educational Scientific and Cultural Organization n = 1 Hirbert-Schmidt type, and defines a nuclear operator vhich maps the space INTEBNATIOtTAL CENTRE FOR THEORETICAL PHYSICS H into if X < => n n = 1 By a nuclear space we mean a locally convex space with the property that every linear continuous map from this space into a Banach space is i [8,9,10] nuclear ' . 2. The inductive limit I ind. * (T ) is defined as follows: We are a« A a a CRITERION FOE THE IUCLEAEITY OF SPACES OF FUNCTIONS given a family {t (T )} of locally compact space, a linear space J and OF INFINITE NUMBER OF VARIABLES * a linear map u : * such that the family {u (4 )} spans the entire space * . The topology T , if $ is defined as the finest locally I.H. Gali ** convex topology such that the maps A. : $ (T } •+ *(T),remains continuous. A International Centre for Theoretical Physics, Trieste, Italy. basis of neighbourhoods of zero may be formed by sets T A(U ), where U are neighbourhoods of zero in $ (T ) . If $(T) is a Hausdorff space, then it is called the inductive limit of the spaces 4 (T ), and the topology T is called the inductive topology. -
Arxiv:2107.04662V1 [Math.GN]
ON LINEAR CONTINUOUS OPERATORS BETWEEN DISTINGUISHED SPACES Cp(X) JERZY KA¸KOL AND ARKADY LEIDERMAN Abstract. As proved in [16], for a Tychonoff space X, a locally convex space Cp(X) is distinguished if and only if X is a ∆-space. If there exists a linear con- tinuous surjective mapping T : Cp(X) → Cp(Y ) and Cp(X) is distinguished, then Cp(Y ) also is distinguished [17]. Firstly, in this paper we explore the following question: Under which con- ditions the operator T : Cp(X) → Cp(Y ) above is open? Secondly, we devote a special attention to concrete distinguished spaces Cp([1, α]), where α is a countable ordinal number. A complete characterization of all Y which admit a linear continuous surjective mapping T : Cp([1, α]) → Cp(Y ) is given. We also observe that for every countable ordinal α all closed linear subspaces of Cp([1, α]) are distinguished, thereby answering an open question posed in [17]. Using some properties of ∆-spaces we prove that a linear continuous sur- jection T : Cp(X) → Ck(X)w, where Ck(X)w denotes the Banach space C(X) endowed with its weak topology, does not exist for every infinite metrizable compact C-space X (in particular, for every infinite compact X ⊂ Rn). 1. Introduction ′ A locally convex space (lcs) E is called distinguished if its strong dual Eβ = (E′, β(E′, E)) is a barrelled space. A. Grothendieck [11] proved that a metrizable ′ lcs is distinguished if and only if Eβ is bornological. Also, if all bounded subsets of ′ the strong dual Eβ of a metrizable lcs are metrizable, then E is distinguished [11]. -
Closed Graph Theorems for Bornological Spaces
Khayyam J. Math. 2 (2016), no. 1, 81{111 CLOSED GRAPH THEOREMS FOR BORNOLOGICAL SPACES FEDERICO BAMBOZZI1 Communicated by A. Peralta Abstract. The aim of this paper is that of discussing closed graph theorems for bornological vector spaces in a self-contained way, hoping to make the subject more accessible to non-experts. We will see how to easily adapt classical arguments of functional analysis over R and C to deduce closed graph theorems for bornological vector spaces over any complete, non-trivially valued field, hence encompassing the non-Archimedean case too. We will end this survey by discussing some applications. In particular, we will prove De Wilde's Theorem for non-Archimedean locally convex spaces and then deduce some results about the automatic boundedness of algebra morphisms for a class of bornological algebras of interest in analytic geometry, both Archimedean (complex analytic geometry) and non-Archimedean. Introduction This paper aims to discuss the closed graph theorems for bornological vector spaces in a self-contained exposition and to fill a gap in the literature about the non-Archimedean side of the theory at the same time. In functional analysis over R or C bornological vector spaces have been used since a long time ago, without becoming a mainstream tool. It is probably for this reason that bornological vector spaces over non-Archimedean valued fields were rarely considered. Over the last years, for several reasons, bornological vector spaces have drawn new attentions: see for example [1], [2], [3], [5], [15] and [22]. These new developments involve the non-Archimedean side of the theory too and that is why it needs adequate foundations. -
Dual Characterization of the Dieudonne-Schwartz Theorem on Bounded Sets
I ntrnat. J. Math. Math. Sci. 189 Vol. 6 No. (1985)189-192 RESEARCH NOTES DUAL CHARACTERIZATION OF THE DIEUDONNE-SCHWARTZ THEOREM ON BOUNDED SETS C. BOSCH, J. KUCERA, and K. McKENNON Department of Pure and Applied Mathematics Washington State University Pullman, Washington 99164 U.S.A. (Received August 3, 1982) ABSTRACT. The Dieudonn-Schwartz Theorem on bounded sets in a strict inductive limit is investigated for non-strlct inductive limits. Its validity is shown to be closely connected with the problem of whether the projective limit of the strong duals is a strong dual itself. A counter-example is given to show that the Dieudonn6-Schwartz Theorem is not in general valid for an inductive limit of a sequence of reflexive, Frchet spaces. KEY WORDS AND PHRASES. Locally convex space, inductive and projective limit, barrelled space, bounded set. 1980 MATHEMATICS SUBJECT CLASSIFICATION CODE. Primary 46A12, Secondary 46A07. i. INTRODUCTION This paper is written for those with at least an elementary knowledge of the theory of locally convex spaces. A good reference is the book of Schaeffer [I]. Let E c E c be a sequence of locally convex, Hausdorff, linear topological l 2 spaces such that each E is continuously contained in and such that the union n En+l, E E is Hausdorff as a locally convex inductive limit. It is obvious that any U m m i subset of a space E is also bounded in E. If each bounded subset of E bounded n arises in this way, we shall say that the DSP (Dieudonn-Schwartz Property) holds. -
Random Linear Functionals
RANDOM LINEAR FUNCTIONALS BY R. M. DUDLEYS) Let S be a real linear space (=vector space). Let Sa be the linear space of all linear functionals on S (not just continuous ones even if S is topological). Let 86{Sa, S) or @{S) denote the smallest a-algebra of subsets of Sa such that the evaluation x -> x(s) is measurable for each s e S. We define a random linear functional (r.l.f.) over S as a probability measure P on &(S), or more formally as the pair (Sa, P). In the cases we consider, S is generally infinite-dimensional, and in some ways Sa is too large for convenient handling. Various alternate characterizations of r.l.f.'s are useful and will be discussed in §1 below. If 7 is a topological linear space let 7" be the topological dual space of all con- tinuous linear functions on T. If 7" = S, then a random linear functional over S defines a " weak distribution " on 7 in the sense of I. E. Segal [23]. See the discussion of "semimeasures" in §1 below for the relevant construction. A central question about an r.l.f. (Sa, P), supposing S is a topological linear space, is whether P gives outer measure 1 to S'. Then we call the r.l.f. canonical, and as is well known P can be restricted to S' suitably (cf. 2.3 below). For simplicity, suppose that for each s e S, j x(s)2 dP(x) <oo. Let C(s)(x) = x(s).