On Groups of Automorphisms of Operator Algebras This Paper Grew out of a Desire
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Arxiv:1910.08491V3 [Math.ST] 3 Nov 2020
Weakly stationary stochastic processes valued in a separable Hilbert space: Gramian-Cram´er representations and applications Amaury Durand ∗† Fran¸cois Roueff ∗ September 14, 2021 Abstract The spectral theory for weakly stationary processes valued in a separable Hilbert space has known renewed interest in the past decade. However, the recent literature on this topic is often based on restrictive assumptions or lacks important insights. In this paper, we follow earlier approaches which fully exploit the normal Hilbert module property of the space of Hilbert- valued random variables. This approach clarifies and completes the isomorphic relationship between the modular spectral domain to the modular time domain provided by the Gramian- Cram´er representation. We also discuss the general Bochner theorem and provide useful results on the composition and inversion of lag-invariant linear filters. Finally, we derive the Cram´er-Karhunen-Lo`eve decomposition and harmonic functional principal component analysis without relying on simplifying assumptions. 1 Introduction Functional data analysis has become an active field of research in the recent decades due to technological advances which makes it possible to store longitudinal data at very high frequency (see e.g. [22, 31]), or complex data e.g. in medical imaging [18, Chapter 9], [15], linguistics [28] or biophysics [27]. In these frameworks, the data is seen as valued in an infinite dimensional separable Hilbert space thus isomorphic to, and often taken to be, the function space L2(0, 1) of Lebesgue-square-integrable functions on [0, 1]. In this setting, a 2 functional time series refers to a bi-sequences (Xt)t∈Z of L (0, 1)-valued random variables and the assumption of finite second moment means that each random variable Xt belongs to the L2 Bochner space L2(Ω, F, L2(0, 1), P) of measurable mappings V : Ω → L2(0, 1) such that E 2 kV kL2(0,1) < ∞ , where k·kL2(0,1) here denotes the norm endowing the Hilbert space L2h(0, 1). -
A. the Bochner Integral
A. The Bochner Integral This chapter is a slight modification of Chap. A in [FK01]. Let X, be a Banach space, B(X) the Borel σ-field of X and (Ω, F,µ) a measure space with finite measure µ. A.1. Definition of the Bochner integral Step 1: As first step we want to define the integral for simple functions which are defined as follows. Set n E → ∈ ∈F ∈ N := f :Ω X f = xk1Ak ,xk X, Ak , 1 k n, n k=1 and define a semi-norm E on the vector space E by f E := f dµ, f ∈E. To get that E, E is a normed vector space we consider equivalence classes with respect to E . For simplicity we will not change the notations. ∈E n For f , f = k=1 xk1Ak , Ak’s pairwise disjoint (such a representation n is called normal and always exists, because f = k=1 xk1Ak , where f(Ω) = {x1,...,xk}, xi = xj,andAk := {f = xk}) and we now define the Bochner integral to be n f dµ := xkµ(Ak). k=1 (Exercise: This definition is independent of representations, and hence linear.) In this way we get a mapping E → int : , E X, f → f dµ which is linear and uniformly continuous since f dµ f dµ for all f ∈E. Therefore we can extend the mapping int to the abstract completion of E with respect to E which we denote by E. 105 106 A. The Bochner Integral Step 2: We give an explicit representation of E. Definition A.1.1. -
Math 261Y: Von Neumann Algebras (Lecture 5)
Math 261y: von Neumann Algebras (Lecture 5) September 9, 2011 In this lecture, we will state and prove von Neumann's double commutant theorem. First, let's establish a bit of notation. Let V be a Hilbert space, and let B(V ) denote the Hilbert space of bounded operators on V . We will consider several topologies on B(V ): (1) The norm topology, which has a subbasis (in fact, a basis) of open sets given by fx 2 B(V ): jjx−x0jj < g where x0 2 B(V ) and is a positive real number. (2) The strong topology, which has a subbasis of open sets given by fx 2 B(V ): jjx(v) − x0(v)jj < g, where x0 2 B(V ), v 2 V , and is a positive real number. (3) The weak topology, which has a subbases of open sets given by fx 2 B(V ): j(x(v) − x0(v); w)j < g where x0 2 B(V ), v; w 2 V , and is a positive real number. Each of these topologies is more coarse than the previous. That is, we have norm convergence ) strong convergence ) weak convergence. Warning 1. With respect to the norm topology, B(V ) is a metric space, so its topology is determined by the collection of convergent sequences. However, the strong and weak topologies do not have this property. However, the unit ball of B(V ) is metrizable in either topology if V is a separable Hilbert space. Warning 2. The multiplication map B(V ) × B(V ) ! B(V ) (x; y) 7! xy is not continuous with respect to either the strong or weak topology. -
Bochner Integrals and Vector Measures
Michigan Technological University Digital Commons @ Michigan Tech Dissertations, Master's Theses and Master's Reports 1993 Bochner Integrals and Vector Measures Ivaylo D. Dinov Michigan Technological University Copyright 1993 Ivaylo D. Dinov Recommended Citation Dinov, Ivaylo D., "Bochner Integrals and Vector Measures", Open Access Master's Report, Michigan Technological University, 1993. https://doi.org/10.37099/mtu.dc.etdr/919 Follow this and additional works at: https://digitalcommons.mtu.edu/etdr Part of the Mathematics Commons “BOCHNER INTEGRALS AND VECTOR MEASURES” Project for the Degree of M.S. MICHIGAN TECH UNIVERSITY IVAYLO D. DINOV BOCHNER INTEGRALS RND VECTOR MEASURES By IVAYLO D. DINOV A REPORT (PROJECT) Submitted in partial fulfillment of the requirements for the degree of MASTER OF SCIENCE IN MATHEMATICS Spring 1993 MICHIGAN TECHNOLOGICRL UNIUERSITV HOUGHTON, MICHIGAN U.S.R. 4 9 9 3 1 -1 2 9 5 . Received J. ROBERT VAN PELT LIBRARY APR 2 0 1993 MICHIGAN TECHNOLOGICAL UNIVERSITY I HOUGHTON, MICHIGAN GRADUATE SCHOOL MICHIGAN TECH This Project, “Bochner Integrals and Vector Measures”, is hereby approved in partial fulfillment of the requirements for the degree of MASTER OF SCIENCE IN MATHEMATICS. DEPARTMENT OF MATHEMATICAL SCIENCES MICHIGAN TECHNOLOGICAL UNIVERSITY Project A d v is o r Kenneth L. Kuttler Head of Department— Dr.Alphonse Baartmans 2o April 1992 Date •vaylo D. Dinov “Bochner Integrals and Vector Measures” 1400 TOWNSEND DRIVE. HOUGHTON Ml 49931-1295 flskngiyledgtiients I wish to express my appreciation to my advisor, Dr. Kenneth L. Kuttler, for his help, guidance and direction in the preparation of this report. The corrections and the revisions that he suggested made the project look complete and easy to read. -
BOCHNER Vs. PETTIS NORM: EXAMPLES and RESULTS 3
Contemp orary Mathematics Volume 00, 0000 Bo chner vs. Pettis norm: examples and results S.J. DILWORTH AND MARIA GIRARDI Contemp. Math. 144 1993 69{80 Banach Spaces, Bor-Luh Lin and Wil liam B. Johnson, editors Abstract. Our basic example shows that for an arbitrary in nite-dimen- sional Banach space X, the Bo chner norm and the Pettis norm on L X are 1 not equivalent. Re nements of this example are then used to investigate various mo des of sequential convergence in L X. 1 1. INTRODUCTION Over the years, the Pettis integral along with the Pettis norm have grabb ed the interest of many. In this note, we wish to clarify the di erences b etween the Bo chner and the Pettis norms. We b egin our investigation by using Dvoretzky's Theorem to construct, for an arbitrary in nite-dimensional Banach space, a se- quence of Bo chner integrable functions whose Bo chner norms tend to in nity but whose Pettis norms tend to zero. By re ning this example again working with an arbitrary in nite-dimensional Banach space, we pro duce a Pettis integrable function that is not Bo chner integrable and we show that the space of Pettis integrable functions is not complete. Thus our basic example provides a uni- ed constructiveway of seeing several known facts. The third section expresses these results from a vector measure viewp oint. In the last section, with the aid of these examples, we give a fairly thorough survey of the implications going between various mo des of convergence for sequences of L X functions. -
Notes on Von Neumann Algebras
Von Neumann Algebras. Vaughan F.R. Jones 1 October 1, 2009 1Supported in part by NSF Grant DMS93–22675, the Marsden fund UOA520, and the Swiss National Science Foundation. 2 Chapter 1 Introduction. The purpose of these notes is to provide a rapid introduction to von Neumann algebras which gets to the examples and active topics with a minimum of technical baggage. In this sense it is opposite in spirit from the treatises of Dixmier [], Takesaki[], Pedersen[], Kadison-Ringrose[], Stratila-Zsido[]. The philosophy is to lavish attention on a few key results and examples, and we prefer to make simplifying assumptions rather than go for the most general case. Thus we do not hesitate to give several proofs of a single result, or repeat an argument with different hypotheses. The notes are built around semester- long courses given at UC Berkeley though they contain more material than could be taught in a single semester. The notes are informal and the exercises are an integral part of the ex- position. These exercises are vital and mostly intended to be easy. 3 4 Chapter 2 Background and Prerequisites 2.1 Hilbert Space A Hilbert Space is a complex vector space H with inner product h; i : HxH! C which is linear in the first variable, satisfies hξ; ηi = hη; ξi, is positive definite, i.e. hξ; ξi > 0 for ξ 6= 0, and is complete for the norm defined by test jjξjj = phξ; ξi. Exercise 2.1.1. Prove the parallelogram identity : jjξ − ηjj2 + jjξ + ηjj2 = 2(jjξjj2 + jjηjj2) and the Cauchy-Schwartz inequality: jhξ; ηij ≤ jjξjj jjηjj: Theorem 2.1.2. -
Algebras Have Amenable Unitary Groups
PROCEEDINGSOF THE AMERICANMATHEMATICAL SOCIETY Volume 114, Number 3, MARCH 1992 NUCLEAR C*-ALGEBRASHAVE AMENABLE UNITARY GROUPS ALAN L. T. PATERSON (Communicated by Paul S. Muhly) Abstract. Let A be a unital C*-algebra with unitary group G. Give G the relative (Banach space) weak topology. Then G is a topological group, and we show that A is nuclear if and only if there exists a left invariant mean on the space of right uniformly continuous, bounded, complex-valued functions on G. Nuclear C*-algebras and injective von Neumann algebras are of fundamental importance in operator algebra theory. The two classes of algebras are related through the remarkable result (of Choi-Effros and Connes): a C*-algebra A is nuclear if and only if A** is an injective von Neumann algebra. From the work of Haagerup [3], nuclearity is the same as amenability (in the Banach algebra sense) for C*-algebras. Further, from the deep work of Connes and others, it is known that injectivity, Property P, hyperfiniteness and amenability are all equivalent for a von Neumann algebra M. The relationship between injectivity and classical amenability for topological groups is established in a result of de la Harpe [4] discussed below. We note here that Haagerup in [3] proves that the injectivity of M is equivalent to the existence of a left invariant mean on a certain space of functions on the isometry semigroup of M. The author plans to discuss the relationship between the invariant mean results of Haagerup and de la Harpe in a future paper. We recall some notions from topological group theory. -
A Riesz Representation Theorem for the Space of Henstock Integrable Vector-Valued Functions
Hindawi Journal of Function Spaces Volume 2018, Article ID 8169565, 9 pages https://doi.org/10.1155/2018/8169565 Research Article A Riesz Representation Theorem for the Space of Henstock Integrable Vector-Valued Functions Tomás Pérez Becerra ,1 Juan Alberto Escamilla Reyna,1 Daniela Rodríguez Tzompantzi,1 Jose Jacobo Oliveros Oliveros ,1 and Khaing Khaing Aye2 1 Facultad de Ciencias F´ısico Matematicas,´ Benemerita´ Universidad AutonomadePuebla,Puebla,PUE,Mexico´ 2Department of Engineering Mathematics, Yangon Technological University, Yangon, Myanmar Correspondence should be addressed to Tomas´ Perez´ Becerra; [email protected] Received 15 January 2018; Revised 21 March 2018; Accepted 5 April 2018; Published 17 May 2018 Academic Editor: Adrian Petrusel Copyright © 2018 Tomas´ Perez´ Becerra et al. Tis is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Using a bounded bilinear operator, we defne the Henstock-Stieltjes integral for vector-valued functions; we prove some integration by parts theorems for Henstock integral and a Riesz-type theorem which provides an alternative proof of the representation theorem for real functions proved by Alexiewicz. 1. Introduction 2. Preliminaries Henstock in [1] defnes a Riemann type integral which Troughout this paper �, �,and� will denote three Banach is equivalent to Denjoy integral and more general than spaces, ‖⋅‖�, ‖⋅‖�,and‖⋅‖�, which will denote their respective ∗ the Lebesgue integral, called the Henstock integral. Cao in norms, � the dual of �, �:�×�→�a bounded bilinear [2] extends the Henstock integral for vector-valued func- operator fxed, and [�, �] aclosedfniteintervaloftherealline tions and provides some basic properties such as the Saks- with the usual topology and the Lebesgue measure, which we Henstock Lemma. -
Note on Operator Algebras
Note on Operator Algebras Takahiro Sagawa Department of Physics, The University of Tokyo 15 December 2010 Contents 1 General Topology 2 2 Hilbert Spaces and Operator Algebras 5 2.1 Hilbert Space . 5 2.2 Bounded Operators . 6 2.3 Trace Class Operators . 8 2.4 von Neumann Algebras . 10 2.5 Maps on von Neumann Algebras . 12 3 Abstract Operator Algebras 13 3.1 C∗-Algebras . 13 3.2 W ∗-algebras . 14 1 Chapter 1 General Topology Topology is an abstract structure that can be built on the set theory. We start with introducing the topological structure by open stets, which is the most standard way. A topological space is a set Ω together with O, a collection of subsets of Ω, satisfying the following properties: ∙ 휙 2 O and Ω 2 O. ∙ If O1 2 O and O2 2 O, then O1 \ O2 2 O. ∙ If O훼 2 O (훼 2 I) for arbitrary set of suffixes, then [훼2I O훼 2 O. An element of O is called an open set. In general, a set may have several topologies. If two topologies satisfy O1 ⊂ O2, then O1 is called weaker than O2, or smaller than O2. Topological structure can be generated by a subset of open spaces. Let B be a collection of subsets of a set Ω. The weakest topology O such that B ⊂ O is called generated by B. We note that such O does not always exist for an arbitrary B. Figure 1.1: An open set and a compact set. We review some important concepts in topological spaces: 2 ∙ If O is an open set, then Ω n O is called a closed set. -
Lebegue-Bochner Spaces and Evolution Triples
of Math al em rn a u ti o c J s l A a Int. J. Math. And Appl., 7(1)(2019), 41{52 n n d o i i t t a s n A ISSN: 2347-1557 r e p t p n l I i c • Available Online: http://ijmaa.in/ a t 7 i o 5 n 5 • s 1 - 7 4 I 3 S 2 S : N International Journal of Mathematics And its Applications Lebegue-Bochner Spaces and Evolution Triples Jula Kabeto Bunkure1,∗ 1 Department Mathematics, Ethiopian institute of Textile and Fashion Technology(EiEX), Bahir Dar University, Ethiopia. Abstract: The functional-analytic approach to the solution of partial differential equations requires knowledge of the properties of spaces of functions of one or several real variables. A large class of infinite dimensional dynamical systems (evolution systems) can be modeled as an abstract differential equation defined on a suitable Banach space or on a suitable manifold therein. The advantage of such an abstract formulation lies not only on its generality but also in the insight that can be gained about the many common unifying properties that tie together apparently diverse problems. It is clear that such a study relies on the knowledge of various spaces of vector valued functions (i.e., of Banach space valued functions). For this reason some facts about vector valued functions is introduced. We introduce the various notions of measurability for such functions and then based on them we define the different integrals corresponding to them. A function f :Ω ! X is strongly measurable if and only if it is the uniform limit almost everywhere of a sequence of countable-valued, Σ-measurable functions. -
Calculus of Variations (With Notes on Infinite-Dimesional Calculus)
Calculus of Variations (with notes on infinite-dimesional calculus) J. B. Cooper Johannes Kepler Universit¨at Linz Contents 1 Introduction 2 1.1 Methods employed in the calculus of variations. 3 2 The Riemann mapping theorem. 5 3 Analysis in Banach spaces 7 3.1 Differentiation and integration of E-valued functions . 7 3.2 TheBochnerintegral . .. .. 12 3.3 TheOrlicz-PettisTheorem. 15 3.4 Holomorphic E-valuedfunctions. 16 3.5 Differentiability of functions on Banach spaces . 20 4 The calculus of variations 29 4.1 The Euler equations – application . 29 4.2 TheWeierstraßrepresentation:. 37 4.3 Applications to Physics: . 43 1 1 Introduction The calculus of variations deals with the problem of maximizing or minimiz- ing functionals i.e. functions which are defined not on subsets of Rn but on spaces of functions. As a simple example consider all parameterized curves (defined on [0, 1]) between two points x0 and x1 on the plane. Then the shortest such curve is characterized as that curve c with c(0) = x0, c(1) = x1 which minimizes the functional 1 L(c)= c˙(t) dt Z0 Of course this example is not particularly interesting since we know that the solution is the straight line segment from x0 to x1. However, it does become interesting and non trivial if we consider points in higher dimensional space and consider only those curves which lie on a given curved surface (the problem of geodetics). Further examples: 1. The Brachistone Problem. Given are two points O (the origin) and P with yP < 0. Find the curve from O to P for which 1 1 1 2 2 ds = c˙1(t) +c ˙2(t)dt c √ y 0 c (t) Z − Z − 2 q is a minimum. -
Arxiv:1609.01093V2 [Math.OA] 1 Oct 2016 That Tv Ccp)Mp.Tecase the Maps
FINITE DIMENSIONAL APPROXIMATION PROPERTIES OF C∗-MODULES MASSOUD AMINI Abstract. We study nuclearity and exactness for module maps on C∗-algebras which are C∗-module over another C∗-algebra with compatible actions and study finite dimensional approximation properties of such C∗-modules. We prove module versions of the results of Kirchberg and Choi-Effros. As a con- crete example we extend the finite dimensional approximation properties of reduced C∗-algebras and von Neumann algebras on discrete groups to these operator algebras on inverse semigroups with the module structure coming from the action of the C∗-algebras on the subsemigroup of idempotents. 1. introduction Finite dimensional approximation properties of C∗-algebras is core subject in modern theory of operator algebras [4]. These include important notions such as nuclearity, exactness and weak expectation property (WEP). The results in this direction are obtained based on the classical extension and dilation results due to Arveson, Wittstock and Stinespring. Some of these results are also valid for C∗- module maps [20]. It is desirable then to consider the finite dimensional approxi- mation properties of C∗-modules. The motivation is two fold: A finite dimensional approximation scheme for C∗-morphisms is as follows: θ / A ● ;/ B ●● ✇✇; ●●ϕn ψn ✇✇ ●● ✇✇ ●# ✇✇ M kn(C) ∗ where A and B are C -algebras and ϕn and ψn are contractive completely pos- itive (c.c.p.) maps. The case A = B and θ = idA is of special interest. There are situations that such an approximate decomposition is needed through arXiv:1609.01093v2 [math.OA] 1 Oct 2016 M ∗ kn (N) for a C -algebra or von Neumann algebra N.