LECTURE NOTES 1 for 247A 1. Introduction the Aim of This Course Is to Introduce the Basic Tools and Theory of Real-Variable Harm
Total Page:16
File Type:pdf, Size:1020Kb
Load more
Recommended publications
-
Adjoint of Unbounded Operators on Banach Spaces
November 5, 2013 ADJOINT OF UNBOUNDED OPERATORS ON BANACH SPACES M.T. NAIR Banach spaces considered below are over the field K which is either R or C. Let X be a Banach space. following Kato [2], X∗ denotes the linear space of all continuous conjugate linear functionals on X. We shall denote hf; xi := f(x); x 2 X; f 2 X∗: On X∗, f 7! kfk := sup jhf; xij kxk=1 defines a norm on X∗. Definition 1. The space X∗ is called the adjoint space of X. Note that if K = R, then X∗ coincides with the dual space X0. It can be shown, analogues to the case of X0, that X∗ is a Banach space. Let X and Y be Banach spaces, and A : D(A) ⊆ X ! Y be a densely defined linear operator. Now, we st out to define adjoint of A as in Kato [2]. Theorem 2. There exists a linear operator A∗ : D(A∗) ⊆ Y ∗ ! X∗ such that hf; Axi = hA∗f; xi 8 x 2 D(A); f 2 D(A∗) and for any other linear operator B : D(B) ⊆ Y ∗ ! X∗ satisfying hf; Axi = hBf; xi 8 x 2 D(A); f 2 D(B); D(B) ⊆ D(A∗) and B is a restriction of A∗. Proof. Suppose D(A) is dense in X. Let S := ff 2 Y ∗ : x 7! hf; Axi continuous on D(A)g: For f 2 S, define gf : D(A) ! K by (gf )(x) = hf; Axi 8 x 2 D(A): Since D(A) is dense in X, gf has a unique continuous conjugate linear extension to all ∗ of X, preserving the norm. -
Uniform Convexity and Variational Convergence
Trudy Moskov. Matem. Obw. Trans. Moscow Math. Soc. Tom 75 (2014), vyp. 2 2014, Pages 205–231 S 0077-1554(2014)00232-6 Article electronically published on November 5, 2014 UNIFORM CONVEXITY AND VARIATIONAL CONVERGENCE V. V. ZHIKOV AND S. E. PASTUKHOVA Dedicated to the Centennial Anniversary of B. M. Levitan Abstract. Let Ω be a domain in Rd. We establish the uniform convexity of the Γ-limit of a sequence of Carath´eodory integrands f(x, ξ): Ω×Rd → R subjected to a two-sided power-law estimate of coercivity and growth with respect to ξ with expo- nents α and β,1<α≤ β<∞, and having a common modulus of convexity with respect to ξ. In particular, the Γ-limit of a sequence of power-law integrands of the form |ξ|p(x), where the variable exponent p:Ω→ [α, β] is a measurable function, is uniformly convex. We prove that one can assign a uniformly convex Orlicz space to the Γ-limit of a sequence of power-law integrands. A natural Γ-closed extension of the class of power-law integrands is found. Applications to the homogenization theory for functionals of the calculus of vari- ations and for monotone operators are given. 1. Introduction 1.1. The notion of uniformly convex Banach space was introduced by Clarkson in his famous paper [1]. Recall that a norm ·and the Banach space V equipped with this norm are said to be uniformly convex if for each ε ∈ (0, 2) there exists a δ = δ(ε)such that ξ + η ξ − η≤ε or ≤ 1 − δ 2 for all ξ,η ∈ V with ξ≤1andη≤1. -
Multiple Operator Integrals: Development and Applications
Multiple Operator Integrals: Development and Applications by Anna Tomskova A thesis submitted for the degree of Doctor of Philosophy at the University of New South Wales. School of Mathematics and Statistics Faculty of Science May 2017 PLEASE TYPE THE UNIVERSITY OF NEW SOUTH WALES Thesis/Dissertation Sheet Surname or Family name: Tomskova First name: Anna Other name/s: Abbreviation for degree as given in the University calendar: PhD School: School of Mathematics and Statistics Faculty: Faculty of Science Title: Multiple Operator Integrals: Development and Applications Abstract 350 words maximum: (PLEASE TYPE) Double operator integrals, originally introduced by Y.L. Daletskii and S.G. Krein in 1956, have become an indispensable tool in perturbation and scattering theory. Such an operator integral is a special mapping defined on the space of all bounded linear operators on a Hilbert space or, when it makes sense, on some operator ideal. Throughout the last 60 years the double and multiple operator integration theory has been greatly expanded in different directions and several definitions of operator integrals have been introduced reflecting the nature of a particular problem under investigation. The present thesis develops multiple operator integration theory and demonstrates how this theory applies to solving of several deep problems in Noncommutative Analysis. The first part of the thesis considers double operator integrals. Here we present the key definitions and prove several important properties of this mapping. In addition, we give a solution of the Arazy conjecture, which was made by J. Arazy in 1982. In this part we also discuss the theory in the setting of Banach spaces and, as an application, we study the operator Lipschitz estimate problem in the space of all bounded linear operators on classical Lp-spaces of scalar sequences. -
Gradient Estimates in Orlicz Space for Nonlinear Elliptic Equations
CORE Metadata, citation and similar papers at core.ac.uk Provided by Elsevier - Publisher Connector Journal of Functional Analysis 255 (2008) 1851–1873 www.elsevier.com/locate/jfa Gradient estimates in Orlicz space for nonlinear elliptic equations Sun-Sig Byun a,1, Fengping Yao b,∗,2, Shulin Zhou c,2 a Department of Mathematical Sciences, Seoul National University, Seoul 151-747, Korea b Department of Mathematics, Shanghai University, Shanghai 200444, China c LMAM, School of Mathematical Sciences, Peking University, Beijing 100871, China Received 27 July 2007; accepted 5 September 2008 Available online 25 September 2008 Communicated by C. Kenig Abstract In this paper we generalize gradient estimates in Lp space to Orlicz space for weak solutions of ellip- tic equations of p-Laplacian type with small BMO coefficients in δ-Reifenberg flat domains. Our results improve the known results for such equations using a harmonic analysis-free technique. © 2008 Elsevier Inc. All rights reserved. Keywords: Elliptic PDE of p-Laplacian type; Reifenberg flat domain; BMO space; Orlicz space 1. Introduction Let us assume 1 <p<∞ is fixed. We then consider the following nonlinear elliptic boundary value problem of p-Laplacian type: − p 2 p−2 div (A∇u ·∇u) 2 A∇u = div |f| f in Ω, (1.1) u = 0on∂Ω, (1.2) * Corresponding author. E-mail addresses: [email protected] (S.-S. Byun), [email protected] (F. Yao), [email protected] (S. Zhou). 1 Supported in part by KRF-C00034. 2 Supported in part by the NBRPC under Grant 2006CB705700, the NSFC under Grant 60532080, and the KPCME under Grant 306017. -
Class Notes, Functional Analysis 7212
Class notes, Functional Analysis 7212 Ovidiu Costin Contents 1 Banach Algebras 2 1.1 The exponential map.....................................5 1.2 The index group of B = C(X) ...............................6 1.2.1 p1(X) .........................................7 1.3 Multiplicative functionals..................................7 1.3.1 Multiplicative functionals on C(X) .........................8 1.4 Spectrum of an element relative to a Banach algebra.................. 10 1.5 Examples............................................ 19 1.5.1 Trigonometric polynomials............................. 19 1.6 The Shilov boundary theorem................................ 21 1.7 Further examples....................................... 21 1.7.1 The convolution algebra `1(Z) ........................... 21 1.7.2 The return of Real Analysis: the case of L¥ ................... 23 2 Bounded operators on Hilbert spaces 24 2.1 Adjoints............................................ 24 2.2 Example: a space of “diagonal” operators......................... 30 2.3 The shift operator on `2(Z) ................................. 32 2.3.1 Example: the shift operators on H = `2(N) ................... 38 3 W∗-algebras and measurable functional calculus 41 3.1 The strong and weak topologies of operators....................... 42 4 Spectral theorems 46 4.1 Integration of normal operators............................... 51 4.2 Spectral projections...................................... 51 5 Bounded and unbounded operators 54 5.1 Operations.......................................... -
Interpolation of Multilinear Operators Acting Between Quasi-Banach Spaces
PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY Volume 142, Number 7, July 2014, Pages 2507–2516 S 0002-9939(2014)12083-1 Article electronically published on April 8, 2014 INTERPOLATION OF MULTILINEAR OPERATORS ACTING BETWEEN QUASI-BANACH SPACES L. GRAFAKOS, M. MASTYLO, AND R. SZWEDEK (Communicated by Alexander Iosevich) Abstract. We show that interpolation of multilinear operators can be lifted to multilinear operators from spaces generated by the minimal methods to spaces generated by the maximal methods of interpolation defined on a class of couples of compatible p -Banach spaces. We also prove the multilinear interpolation theorem for operators on Calder´on-Lozanovskii spaces between Lp-spaces with 0 <p≤ 1. As an application we obtain interpolation theorems for multilinear operators on quasi-Banach Orlicz spaces. 1. Introduction In the study of the many problems which appear in various areas of analysis it is essential to know whether important operators are bounded between certain quasi-Banach spaces. Motivated in particular by applications in harmonic analysis, we are interested in proving new abstract multilinear interpolation theorems for multilinear operators between quasi-Banach spaces. Based on ideas from the theory of operators between Banach spaces, we use the universal method of interpolation defined on proper classes of quasi-Banach spaces. It should be pointed out that in general the interpolation methods used in the case of Banach spaces do not apply in the setting of quasi-Banach spaces. The main reason is that the topological dual spaces of quasi-Banach spaces could be trivial and the same may be true for spaces of continuous linear operators between spaces from a wide class of quasi-Banach spaces. -
Some Elements of Functional Analysis
Some elements of functional analysis J´erˆome Le Rousseau January 8, 2019 Contents 1 Linear operators in Banach spaces 1 2 Continuous and bounded operators 2 3 Spectrum of a linear operator in a Banach space 3 4 Adjoint operator 4 5 Fredholm operators 4 5.1 Characterization of bounded Fredholm operators ............ 5 6 Linear operators in Hilbert spaces 10 Here, X and Y will denote Banach spaces with their norms denoted by k.kX , k.kY , or simply k.k when there is no ambiguity. 1 Linear operators in Banach spaces An operator A from X to Y is a linear map on its domain, a linear subspace of X, to Y . One denotes by D(A) the domain of this operator. An operator from X to Y is thus characterized by its domain and how it acts on this domain. Operators defined this way are usually referred to as unbounded operators. One writes (A, D(A)) to denote the operator along with its domain. The set of linear operators from X to Y is denoted by L (X,Y ). If D(A) is dense in X the operator is said to be densely defined. If D(A) = X one says that the operator A is on X to Y . The range of the operator is denoted by Ran(A), that is, Ran(A)= {Ax; x ∈ D(A)} ⊂ Y, 1 and its kernel, ker(A), is the set of all x ∈ D(A) such that Ax = 0. The graph of A, G(A), is given by G(A)= {(x, Ax); x ∈ D(A)} ⊂ X × Y. -
On Lifting of Operators to Hilbert Spaces Induced by Positive Selfadjoint Operators
View metadata, citation and similar papers at core.ac.uk brought to you by CORE J. Math. Anal. Appl. 304 (2005) 584–598 provided by Elsevier - Publisher Connector www.elsevier.com/locate/jmaa On lifting of operators to Hilbert spaces induced by positive selfadjoint operators Petru Cojuhari a, Aurelian Gheondea b,c,∗ a Department of Applied Mathematics, AGH University of Science and Technology, Al. Mickievicza 30, 30-059 Cracow, Poland b Department of Mathematics, Bilkent University, 06800 Bilkent, Ankara, Turkey c Institutul de Matematic˘a al Academiei Române, C.P. 1-764, 70700 Bucure¸sti, Romania Received 10 May 2004 Available online 29 January 2005 Submitted by F. Gesztesy Abstract We introduce the notion of induced Hilbert spaces for positive unbounded operators and show that the energy spaces associated to several classical boundary value problems for partial differential operators are relevant examples of this type. The main result is a generalization of the Krein–Reid lifting theorem to this unbounded case and we indicate how it provides estimates of the spectra of operators with respect to energy spaces. 2004 Elsevier Inc. All rights reserved. Keywords: Energy space; Induced Hilbert space; Lifting of operators; Boundary value problems; Spectrum 1. Introduction One of the central problem in spectral theory refers to the estimation of the spectra of linear operators associated to different partial differential equations. Depending on the specific problem that is considered, we have to choose a certain space of functions, among * Corresponding author. E-mail addresses: [email protected] (P. Cojuhari), [email protected], [email protected] (A. -
Orlicz Spaces
ORLICZ SPACES CHRISTIAN LEONARD´ (Work in progress) Contents 1. Basic definitions and results on Orlicz spaces 1 2. A first step towards duality 8 References 10 Obtaining basic results on Orlicz spaces in the literature is not so easy. Indeed, the old seminal textbook by Krasnosel’skii and Rutickii [1] (1961) contains all the fundamental properties one should know about Orlicz spaces, but the theory is developed in Rd with the Lebesgue measure. One is left with the question “What can be kept in a more general measure space?”. Many of the answers to this question might be found in the more recent textbook by Rao and Ren [3] (1991) where the theory is developed in very general situations including many possible pathologies of the Young functions and the underlying measure. Because of its high level of generality, I find it uneasy to extract from [3] the basic ideas of the proofs of the theorems on Orlicz spaces which are the analogues of the basic results on Lp spaces. The aim of these notes is to present basic results about Orlicz spaces. I have tried to make the proofs as self-contained and synthetic as possible. I hope for the indulgence of the reader acquainted with Walter Rudin’s books, in particular with [4] where wonderful pages are written on the Lp spaces which are renowned Orlicz spaces. 1. Basic definitions and results on Orlicz spaces The notion of Orlicz space extends the usual notion of Lp space with p ≥ 1. The p function s entering the definition of Lp is replaced by a more general convex function θ(s) which is called a Young function. -
Spectral Radii of Bounded Operators on Topological Vector Spaces
SPECTRAL RADII OF BOUNDED OPERATORS ON TOPOLOGICAL VECTOR SPACES VLADIMIR G. TROITSKY Abstract. In this paper we develop a version of spectral theory for bounded linear operators on topological vector spaces. We show that the Gelfand formula for spectral radius and Neumann series can still be naturally interpreted for operators on topological vector spaces. Of course, the resulting theory has many similarities to the conventional spectral theory of bounded operators on Banach spaces, though there are several im- portant differences. The main difference is that an operator on a topological vector space has several spectra and several spectral radii, which fit a well-organized pattern. 0. Introduction The spectral radius of a bounded linear operator T on a Banach space is defined by the Gelfand formula r(T ) = lim n T n . It is well known that r(T ) equals the n k k actual radius of the spectrum σ(T ) p= sup λ : λ σ(T ) . Further, it is known −1 {| | ∈ } ∞ T i that the resolvent R =(λI T ) is given by the Neumann series +1 whenever λ − i=0 λi λ > r(T ). It is natural to ask if similar results are valid in a moreP general setting, | | e.g., for a bounded linear operator on an arbitrary topological vector space. The author arrived to these questions when generalizing some results on Invariant Subspace Problem from Banach lattices to ordered topological vector spaces. One major difficulty is that it is not clear which class of operators should be considered, because there are several non-equivalent ways of defining bounded operators on topological vector spaces. -
Note on the Solvability of Equations Involving Unbounded Linear and Quasibounded Nonlinear Operators*
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Elsevier - Publisher Connector JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS 56, 495-501 (1976) Note on the Solvability of Equations Involving Unbounded Linear and Quasibounded Nonlinear Operators* W. V. PETRYSHYN Deportment of Mathematics, Rutgers University, New Brunswick, New Jersey 08903 Submitted by Ky Fan INTRODUCTION Let X and Y be Banach spaces, X* and Y* their respective duals and (u, x) the value of u in X* at x in X. For a bounded linear operator T: X---f Y (i.e., for T EL(X, Y)) let N(T) C X and R(T) C Y denote the null space and the range of T respectively and let T *: Y* --f X* denote the adjoint of T. Foranyset vinXandWinX*weset I”-={uEX*~(U,X) =OV~EV) and WL = {x E X 1(u, x) = OVu E W). In [6] Kachurovskii obtained (without proof) a partial generalization of the closed range theorem of Banach for mildly nonlinear equations which can be stated as follows: THEOREM K. Let T EL(X, Y) have a closed range R(T) and a Jinite dimensional null space N(T). Let S: X --f Y be a nonlinear compact mapping such that R(S) C N( T*)l and S is asymptotically zer0.l Then the equation TX + S(x) = y is solvable for a given y in Y if and only if y E N( T*)l. The purpose of this note is to extend Theorem K to equations of the form TX + S(x) = y (x E WY, y E Y), (1) where T: D(T) X--f Y is a closed linear operator with domain D(T) not necessarily dense in X and such that R(T) is closed and N(T) (CD(T)) has a closed complementary subspace in X and S: X-t Y is a nonlinear quasi- bounded mapping but not necessarily compact or asymptotically zero. -
Lp Spaces in Isabelle
Lp spaces in Isabelle Sebastien Gouezel Abstract Lp is the space of functions whose p-th power is integrable. It is one of the most fundamental Banach spaces that is used in analysis and probability. We develop a framework for function spaces, and then im- plement the Lp spaces in this framework using the existing integration theory in Isabelle/HOL. Our development contains most fundamental properties of Lp spaces, notably the Hölder and Minkowski inequalities, completeness of Lp, duality, stability under almost sure convergence, multiplication of functions in Lp and Lq, stability under conditional expectation. Contents 1 Functions as a real vector space 2 2 Quasinorms on function spaces 4 2.1 Definition of quasinorms ..................... 5 2.2 The space and the zero space of a quasinorm ......... 7 2.3 An example: the ambient norm in a normed vector space .. 9 2.4 An example: the space of bounded continuous functions from a topological space to a normed real vector space ....... 10 2.5 Continuous inclusions between functional spaces ....... 10 2.6 The intersection and the sum of two functional spaces .... 12 2.7 Topology ............................. 14 3 Conjugate exponents 16 4 Convexity inequalities and integration 18 5 Lp spaces 19 5.1 L1 ................................. 20 5.2 Lp for 0 < p < 1 ......................... 21 5.3 Specialization to L1 ....................... 22 5.4 L0 ................................. 23 5.5 Basic results on Lp for general p ................ 24 5.6 Lp versions of the main theorems in integration theory .... 25 1 5.7 Completeness of Lp ........................ 26 5.8 Multiplication of functions, duality ............... 26 5.9 Conditional expectations and Lp ...............