From Generalized Fourier Transforms to Coupled Supersymmetry
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PRINCIPLES of APPLIED MATHEMATICS Transformation and Approximation Revised Edition
PRINCIPLES OF To Kristine, Sammy, and Justin, APPLIED Still my best friends after all these years. MATHEMATICS Transformation and Approximation Revised Edition JAMES P. KEENER University of Utah Salt Lake City, Utah ADVANCED BOOK PROGRAM I ewI I I ~ Member of the Perseus Books Group Contents Preface to First Edition xi Preface to Second Edition xvii 1 Finite Dimensional Vector Spaces 1 1.1 Linear Vector Spaces ....... 1 1.2 Spectral Theory for Matrices . 9 1.3 Geometrical Significance of Eigenvalues 17 1.4 Fredholm Alternative Theorem . 24 1.5 Least Squares Solutions-Pseudo Inverses . 25 1.5.1 The Problem of Procrustes .... 41 Many of the designations used by manufacturers and sellers to distinguish their 42 products are claimed as trademarks. Where those designations appear in this 1.6 Applications of Eigenvalues and Eigenfunctions book and Westview Press was aware of a trademark claim, the designations have 1.6.1 Exponentiation of Matrices . 42 been printed in initial capital letters. 1.6.2 The Power Method and Positive Matrices 43 45 Library of Congress Catalog Card Number: 99-067545 1.6.3 Iteration Methods Further Reading . 47 ISBN: 0-7382-0129-4 Problems for Chapter 1 49 Copyright© 2000 by James P. Keener 2 Function Spaces 59 Westview Press books are available at special discounts for bulk purchases in the 2.1 Complete Vector Spaces .... 59 U.S. by corporations, institutions, and other organizations. For more informa 2.1.1 Sobolev Spaces ..... 65 tion, please contact the Special Markets Department at the Perseus Books Group, 2.2 Approximation in Hilbert Spaces 67 11 Cambridge Center, Cambridge, MA 02142, or call (617) 252-5298. -
Vector-Valued Holomorphic Functions
Appendix A Vector-valued Holomorphic Functions Let X be a Banach space and let Ω ⊂ C be an open set. A function f :Ω→ X is holomorphic if f(z0 + h) − f(z0) f (z0) := lim (A.1) h→0 h h∈C\{0} exists for all z0 ∈ Ω. If f is holomorphic, then f is continuous and weakly holomorphic (i.e. x∗ ◦ f ∗ ∗ is holomorphic for all x ∈ X ). If Γ := {γ(t):t ∈ [a,b]} is a finite, piecewise smooth contour in Ω, we can form the contour integral f(z) dz. This coincides Γ b with the Bochner integral a f(γ(t))γ (t) dt (see Section 1.1). Similarly we can define integrals over infinite contours when the corresponding Bochner integral is absolutely convergent. Since 1 2 f(z) dz, x∗ = f(z),x∗ dz, Γ Γ many properties of holomorphic functions and contour integrals may be extended from the scalar to the vector-valued case, by applying the Hahn-Banach theorem. For example, Cauchy’s theorem is valid, and also Cauchy’s integral formula: 1 f(z) f(w)= dz (A.2) − 2πi |z−z0|=r z w whenever f is holomorphic in Ω, the closed ball B(z0,r) is contained in Ω and w ∈ B(z0,r). As in the scalar case one deduces Taylor’s theorem from this. Proposition A.1. Let f :Ω→ X be holomorphic, where Ω ⊂ C is open. Let z0 ∈ Ω,r>0 such that B(z0,r) ⊂ Ω.Then W. Arendt et al., Vector-valued Laplace Transforms and Cauchy Problems: Second Edition, 461 Monographs in Mathematics 96, DOI 10.1007/978-3-0348-0087-7, © Springer Basel AG 2011 462 A. -
Polynomial Stability of Operator Semigroups
POLYNOMIAL STABILITY OF OPERATOR SEMIGROUPS ANDRAS´ BATKAI,´ KLAUS-JOCHEN ENGEL, JAN PRUSS,¨ AND ROLAND SCHNAUBELT Abstract. We investigate polynomial decay of classical solutions of linear evolution equations. For bounded C0{semigroups on a Banach space this property is closely re- lated to polynomial growth estimates of the resolvent of the generator. For systems of commuting normal operators polynomial decay is characterized in terms of the location of the generator spectrum. The results are applied to systems of coupled wave-type equations. 1. Introduction The asymptotic theory of operator semigroups provides powerful tools for the investi- gation of the (exponential) convergence to 0 of mild and classical solutions of the linear Cauchy problem (1.1) u0(t) + Au(t) = 0; t ≥ 0; u(0) = x; where −A generates the strongly continuous operator semigroup (T (t))t≥0 on a Banach space X. In Section 2 we briefly review these results in order to provide the background for our paper. However, weakly damped systems of linear wave equations can exhibit a type of be- haviour not satisfactorily covered by semigroup theory so far: Classical solutions of (1.1) may converge to 0 polynomially, but not exponentially. Formulated in the framework of the evolution equation (1.1), certain systems lead to decay estimates of the form (1.2) kT (t)xk ≤ Ct−βkAαxk; x 2 D(Aα); t > 0; for some constants α; β > 0. Such results were obtained in the recent papers [1], [2], [10], [15]; see also the references therein. These authors used energy type estimates which are more or less closely related to the specific problem posed on a Hilbert space. -
Recent Developments in Some Non-Self-Adjoint Problems of Mathematical Physics
RECENT DEVELOPMENTS IN SOME NON-SELF-ADJOINT PROBLEMS OF MATHEMATICAL PHYSICS C. L. DOLPH 1. Introduction. In view of the fact that a relatively small per centage of the membership of the American Mathematical Society have an opportunity to become acquainted with or follow the ever increasing activity in the fields of applied and immediately applicable mathematics, it is perhaps useful to attempt an assessment of recent trends in the areas with which I have some familiarity, namely in the field of diffraction and scattering theory and that part of transport theory where similar techniques are employed. While one would need the prescience of a Hubert to adequately carry out even this limited program, it is possible to pick out a few concepts and techniques which underlie many of the recent developments. The areas under consideration received a tremendous impetus as a result of the radar development of the last war and more recently as a result of reactor theory and the attempts to achieve controlled fusion. In many instances, it was the physicists and not the mathematicians who led the way to new methods which in some cases are only for mally understood mathematically to this day even though they may have been widely applied with frequent success. This area is also char acterized by the fact that the tools necessary to establish recent re sults have frequently been available for many years. This does not detract from the achievement of the authors who found this kind of result but once again illustrates the healthy influence physical prob lems can have on the development of mathematics and the dangers inherent when the two get too widely divorced. -
D. Van Nostrand Company, Inc. Toronto New York London New York
Introduction to Abstract Harmonic Analysis by LYNN H. LOOMIS Associate Professor of Mathematics Harvard University 1953 D. VAN NOSTRAND COMPANY, INC. TORONTO NEW YORK LONDON NEW YORK D. Van Nostrand Company, Inc., 250 Fourth Avenue, New York 3 TORONTO D. Van Nostrand Company (Canada), Ltd., 25 Hollinger Rd., Toronto LONDON Macmillan & Company, Ltd., St. Martin's Street, London, W.C. 2 COPYRIGHT, 1953, BV D. VAN NOSTRAND COMPANY, INC. Published simultaneously in Canada by D. VAN NOSTRAND COMPANY (Canada), LTD. All Rights Reserved This book, or any parts thereof, may not be reproduced in any form without written per- mission from the author and the publisher. Library of Congress Catalogue Card No. 53-5459 PRINTED IN THE UNITED STATES OF AMERICA PREFACE This book is an outcome of a course given at Harvard first by G. W. Mackey and later by the author. The original course was modeled on Weil's book [48] and covered essentially the material of that book with modifications. As Gelfand's theory of Banach algebras and its applicability to harmonic analysis on groups became better k lown, the methods and content of the course in- evitably shifted in this direction, and the present volume concerns itself almost exclusively with this point of view. Thus our devel- opment of the subject centers around Chapters IV and V, in which the elementary theory of Banach algebras is worked out, and groups are relegated to the supporting role of being the prin- cipal application. A typical result of this shift in emphasis and method is our treatment of the Plancherel theorem. -
A Short History of Operator Theory
7/17/12 History of Operator Theory A Short History of Operator Theory by Evans M. Harrell II © 2004. Unrestricted use is permitted, with proper attribution, for noncommercial purposes. In the first textbook on operator theory, Théorie des Opérations Linéaires, published in Warsaw 1932, Stefan Banach states that the subject of the book is the study of functions on spaces of infinite dimension, especially those he coyly refers to as spaces of type B, otherwise Banach spaces (definition). This was a good description for Banach, but tastes vary. I propose rather the "operational" definition that operators act like matrices. And what that means depends on who you are. If you are an engineering student, matrices are particular symbols you manipulate to solve linear systems. As a working engineer you may instead use Heaviside's operational calculus, in which you are permitted to do all sorts of dangerous manipulations of symbols for derivatives and what not, exactly as if they were matrices, in order to solve linear problems of applied analysis. About 90% of the time you will get the right answer, just like the student; somewhat more with experience. And that is good enough, if the bridges you build aren't where I drive. In mathematics the student of elementary analysis learns that matrices are linear functions relating finite- dimensional vector spaces, and conversely. As a working mathematician the analyst has lost all fear of minor matters like infinity, and will happy agree with Banach's definition. For the students of algebra, matrices are fun objects that can be added and multiplied, usually in flagrant disregard for the law (of commutativity). -
Extensions of Positive Definite Functions
Palle Jorgensen, Steen Pedersen, Feng Tian Extensions of Positive Definite Functions: Applications and Their Harmonic Analysis July 10, 2015 arXiv:1507.02547v1 [math.FA] 9 Jul 2015 Springer 2 Palle E.T. Jorgensen Department of Mathematics The University of Iowa Iowa City, IA 52242-1419, U.S.A. Email address: [email protected] URL: http://www.math.uiowa.edu/~jorgen/ Steen Pedersen Department of Mathematics Wright State University Dayton, OH 45435, U.S.A. E-mail address: [email protected], [email protected] URL: http://www.wright.edu/~steen.pedersen/ Feng Tian Department of Mathematics Trine University One University Avenue, Angola, IN 46703, U.S.A. E-mail address: [email protected], [email protected] 3 Dedicated to the memory of William B. Arveson1 (22 November 1934 – 15 November 2011) Edward Nelson2 (May 4, 1932 – September 10, 2014) 1 William Arveson (1934 – 2011) worked in operator algebras and harmonic analysis, and his re- sults have been influential in our thinking, and in our approach to the particular extension questions we consider here. In fact, Arveson’s deep and pioneering work on completely positive maps may be thought of as a non-commutative variant of our present extension questions. We have chosen to give our results in the commutative setting, but readers with interests in non-commutative analysis will be able to make the connections. While the non-commutative theory was initially motivated by the more classical commutative theory, the tools involved are different, and there are not always direct links between theorems in one area and the other. -
View This Volume's Front and Back Matter
http://dx.doi.org/10.1090/gsm/015 Selected Titles in This Series 15 Richard V. Kadison and John R. Ringrose, Fundamentals of the theory of operator algebras. Volume I: Elementary theory. 1997 14 Elliott H. Lieb and Michael Loss, Analysis. 1997 13 Paul C. Shields, The ergodic theory of discrete sample paths, 1996 12 N. V. Krylov, Lectures on elliptic and parabolic equations in Holder spaces, 1996 11 Jacques Dixmier, Enveloping algebras, 1996 Printing 10 Barry Simon, Representations of finite and compact groups, 1996 9 Dino Lorenzini, An invitation to arithmetic geometry, 1996 8 Winfried Just and Martin Weese, Discovering modern set theory. I: The basics, 1996 7 Gerald J. Janusz, Algebraic number fields, second edition, 1996 6 Jens Carsten Jantzen, Lectures on quantum groups, 1996 5 Rick Miranda, Algebraic curves and Riemann surfaces, 1995 4 Russell A. Gordon, The integrals of Lebesgue, Denjoy, Perron, and Henstock, 1994 3 William W. Adams and Philippe Loustaunau, An introduction to Grobner bases, 1994 2 Jack Graver, Brigitte Servatius, and Herman Servatius, Combinatorial rigidity, 1993 1 Ethan Akin, The general topology of dynamical systems, 1993 This page intentionally left blank Fundamental s of the Theor y of Operato r Algebra s Volume I: Elementary Theory Richard V. Kadison John R. Ringrose Graduate Studies in Mathematics Volume 15 |f American Mathematical Society Editorial Board James E. Humphreys(Chair) David J. Saltman David Sattinger Julius L. Shaneson Originally published by Academic Press, San Diego, California, © 1983 2000 Mathematics Subject Classification. Primary 46Lxx; Secondary 46-02, 47-01. Library of Congress Cataloging-in-Publication Data Kadison, Richard V., 1925- Fundamentals of the theory of operator algebras / Richard V. -
Notes on Banach Algebras and Functional Calculus∗
Notes on Banach Algebras and Functional Calculus∗ April 23, 2014 1 The Gelfand-Naimark theorem (proved on Feb 7) Theorem 1. If A is a commutative C∗-algebra and M is the maximal ideal space, of A then the Gelfand map Γ is a ∗-isometric isomorphism of A onto C(M). ∗ Corollary 1. If A is a C -algebra and A1 is the self-adjoint subalgebra generated by T 2 A, then σA(T ) = σA1 (T ). Proof. Evidently, σA(T ) ⊂ σA1 (T ). Let λ 2 σA1 . Working with T − λ instead of T we can assume that λ = 0. By the Gelfand theorem, T is invertible in ∗ ∗ σA1 iff Γ(T ) is invertible in C(M). Note that T T and TT are self-adjoint and if the result holds for self-adjoint elements, then it holds for all elements. ∗ −1 ∗ ∗ −1 ∗ ∗ Indeed (T T ) T T = I ) (T T ) T is a left inverse of T etc. Now AA, the C∗ sub-algebra generated by A = T ∗T is commutative and Theorem 1 applies. 2 ∗ ∗ Since kT k = kT T j 6= 0 unless T = 0, a trivial case, kak1 = kT T k > 0 where a = ΓA. Let MA be the maximal ideal space for A. If A is not invertible, by Gelfand's theorem, a(m) = 0 for some m 2 MA, and for any ", there is a neighborhood of m s.t. ja(m)j < "=4. We take " < kak and note that the set S = fx 2 MA : ja(x) 2 ("=3; "=2) is open and disjoint from M1. -
History of Operator Theory
A Short History of Operator Theory by Evans M. Harrell II © 2004. Unrestricted use is permitted, with proper attribution, for noncommercial purposes. In the first textbook on operator theory, Théorie des Opérations Linéaires, published in Warsaw 1932, Stefan Banach states that the subject of the book is the study of functions on spaces of infinite dimension, especially those he coyly refers to as spaces of type B, otherwise Banach spaces (definition). This was a good description for Banach, but tastes vary. I propose rather the "operational" definition that operators act like matrices. And what that means depends on who you are. If you are an engineering student, matrices are particular symbols you manipulate to solve linear systems. As a working engineer you may instead use Heaviside's operational calculus, in which you are permitted to do all sorts of dangerous manipulations of symbols for derivatives and what not, exactly as if they were matrices, in order to solve linear problems of applied analysis. About 90% of the time you will get the right answer, just like the student; somewhat more with experience. And that is good enough, if the bridges you build aren't where I drive. In mathematics the student of elementary analysis learns that matrices are linear functions relating finite-dimensional vector spaces, and conversely. As a working mathematician the analyst has lost all fear of minor matters like infinity, and will happy agree with Banach's definition. For the students of algebra, matrices are fun objects that can be added and multiplied, usually in flagrant disregard for the law (of commutativity). -
Operator Spectral States
Computers Math. Applic. Vol. 34, No. 5/6, pp. 467-508, 1997 Pergamon Copyright©1997 Elsevier Science Ltd Printed in Great Britain. All rights reserved 0898-1221/97 $17.00 + 0.00 PII: S0898-1221(97)00150-8 Operator Spectral States K. GUSTAFSON Department of Mathematics, University of Colorado Boulder, CO 80309, U.S.A. Abstract--In chemical physics, especially quantum mechanics, one encounters a myriad of phe- nomenological models based upon formal operator manipulations and calculations leading to spectral conclusions. Yet often the exact nature of such spectral results is unclear mathematically. On the other side, mathematical clarification can lead to greater physical insight. Two important illustrations of this symbiotic relationship are von Neumann's placing of the quantum mechanics of SchrSdinger, Heisenberg, and others, into a Hilbert space framework, and Schwartz's rendering of the Dirac ket and delta notation into the theory of distributions, some thirty years later. With chemical physics now actively treating time-symmetry breakings into nonunitary evolutions, complex resonances, computations concerning the spectrum as caused by underlying chaotic dynam- ical systems, it seems useful to gather together here elements of operator spectral theory to provide a mathematical framework into which such spectral results can be placed or from which they may be viewed. A particularly useful, clarifying, but little-known device, is that of operator state diagram, which I will develop rather fully in this paper. All operator dualities and hence much of operator theory may be systematically portrayed by these diagrams. From these diagrams, I then discuss operator spectral states, scattering states available from the essential spectrum of an operator, spectral states of shift operators, and rigged Hilbert space spectral states.