Chapter 2 The Commutation s Theorem

Size: px
Start display at page:

Download "Chapter 2 The Commutation s Theorem"

Transcription

1 Chapter 2 The Commutation s Theorem We show that for a locally compact unimodular group, everyt 2 CV 2./ is the limit of convolution operators associated to bounded measures. 2.1 The Convolution Operator T p.f / Theorem 1. Let be a locally compact group, 1 < p < 1, T 2 CV p./, f 2 M 1 00./, r 2 TŒf, ' 2 Lp./ and 2 L p0./. Then: 1: Qr 2 L p0./, 2: N p 0. Qr/ jjjt jj p N p 0. / jf.x/j.x/ 1 p 0 dx, 3: T p. pf /Œ' ; Œ '.x/. Qr/.x/dx. Proof. To begin with suppose ' 2 C 00./. Wehave T p. pf /Œ' ; Œ Œ' r ;Œ : From.j'jjrj/j j2l 1./ we get.' r/.x/.x/dx '.x/. Qr/.x/dx: The inequalities '.x/. Qr/.x/dx ˇ ˇ N p.' r/n p 0. / jjjt jj p N p.'/n p 0. / f.x/j.x/ 1 p 0 dx prove.1/ and.2/. A. erighetti, Convolution Operators on roups, Lecture Notes of the Unione Matematica Italiana 11, OI / , Springer-Verlag Berlin Heidelberg

2 26 2 The Commutation s Theorem Suppose now that ' 2 L p./. There is a sequence.' n / of C 00./ with N p.' n '/! 0.Wehave lim ' n.x/. Qr/.x/dx T p. pf /Œ' ; Œ and ˇ '.x/. Qr/.x/dx ' n.x/. Qr/.x/dx ˇ N p.' n '/N p 0. Qr/: Consequently '.x/. Qr/.x/dx T p. pf /Œ' ; Œ : Remark. ven for p 2, we are unable to decide whether j jjlrj is in L p0./. We now show that every T 2 CV p./ can be approximated by T p.f /. Proposition 2. Let be a locally compact group, 1<p<1and I the set of all f 2 C 00./ with f.x/ 0 for every x 2, f.e/ 6 0 and f.x/.x/ 1=p0 dx 1: Then: 1: on I the relation supp f 0 supp f is a filtering partial order, 2: for f 2 I we have ˇˇˇˇˇˇp. 1, pf/ˇˇˇˇˇˇp 3: for every T 2 CV p./ the net T p. pf/ converges strongly to T. Proof. Let T 2 CV p./, ' 2 L p./ and ">0.LetU be a neighborhood of e in such that for y 2 U f 2I N p '.'/ y 1.y 1 / 1=p < Let also f 2 I with supp f U.From ktœ' T p. pf/œ' k p jjjt jj p we get ktœ' T p. pf/œ' k p <". ".1 C jjjt jj p / : N p '.'/ y 1.y 1 / 1=p f.y/.y 1 / 1=p0 dy

3 2.1 The Convolution Operator T p.f / 27 The investigation of CV 2./ requires the study of those continuous operators S of L 2./ for which S.' a /.S'/ a. In full analogy with Sect. 1.2 we have. '/.x/ '.y 1 x/d.y/ for 2 M 1./, ' 2 C 00./ and x 2.Wealsohave ' 2 C./\ L p./ and N p. '/ kkn p.'/ for 1<p<1. There is a unique continuous operator S of L p./ with SŒ' Œ ' for ' 2 C 00./. WehaveS.f a /.Sf / a for f 2 L p./ and a 2. This operator S is denoted p./. Forf 2 L1./ we set p.f / p.f m / and p.œf / p.f /. efinition 1. Let be a locally compact group, 1<p<1and S 2 L.L p.//. We say that S belongs to the set CV d p./ if S.' a/.s'/ a for every a 2 and for every ' 2 L p./. Proposition 3. Let be a locally compact group and 1<p<1. ThenCV d p./ is a Banach subalgebra of L.L p.//. Proposition 4. Let be a locally compact group and 1<p<1. Then: 1: p is a linear injective contraction of the Banach space M 1./ into the Banach space CV d p./, 2: for every a 2 and every ' 2 L p./ we have p.ı a/' a 1' and ˇˇˇˇˇˇp.ı 1, a/ˇˇˇˇˇˇp 3: p.ı ab/ p.ı a/ p.ı b/ for every a; b 2, 4: for f 2 L 1./ and ' 2 C 00./ we have p.f /Œ' f Œ'. Theorem 5. Let be a locally compact group 1<p<1and S 2 L.L p.//. Then S 2 CV d p./ if and only if S ' 1=p0 f.s'/ 1=p0 f for every f 2 L 1./ and every ' 2 L p./. Remarks. 1: The map x 7! 2.ı x/ is the left regular representation of. 2: The proofs of Proposition 4 and Theorem 5 are entirely similar to those of the corresponding results concerning CV p./ and p.cf Sect. 1.2/.

4 28 2 The Commutation s Theorem Similarly to Theorem 1 and Proposition 2 the following two results are verified. Proposition 6. Let be a locally compact group, 1<p<1and I the set of all f 2 C 00./ with f.x/ 0 for every x 2, f.e/ 6 0 and f.x/dx 1. Then: 1: on I the relation supp f 0 supp f is a filtering partial order, 2: For f 2 I we have ˇˇˇˇˇˇp.f /ˇˇˇˇˇˇp 1, 3: For every S 2 CV d p./ the net S p f.f / converges strongly to S. 2I Theorem 7. Let be a locally compact group, 1 < p < 1, S 2 CV d p./, g 2 M 1 00./, s 2 SŒg, ' 2 Lp./ and 2 L p0./. Then: 1: s 2 L p0./, 2: N p 0.s / jjjsjj p N p 0. /N 1.g/, 3: S p.g/œ' ; Œ '.x/.s /.x/dx. 2.2 A Commutation Property of CV 2./ For S 2 CV d p./ and T 2 CV p./, we first obtain integral formulas for T p.f /Sp.g/ and for Sp.g/T p.f /. Proposition 1. Let be a locally compact group, 1<p<1, S 2 CV d p./, T 2 CV p./, f; g 2 M 1 00./, s 2 SŒg and r 2 TŒf. Then: T p. pf/s p.g/œ' ; Œ '.x/.s. Qr//.x/dx for ' 2 L p./ and 2 L p0./. Proof. Let ' 1 2 S p.g/œ' and I T p. pf/s p.g/œ' ; Œ : Then by Theorem 1 of Sect. 2.1 Qr 2 L p0./ and I Consequently I S p.g/œ' ; Œ Qr : ' 1.x/. Qr/.x/dx.

5 2.2 A Commutation Property of CV 2./ 29 Then by Theorem 7 of Sect. 2.1 s. Qr/ 2 L p0./ and S p.g/œ' ; Œ Qr '.x/.s. Qr//.x/dx: Proposition 2. Let be a locally compact group, 1<p<1, S 2 CV d p./, T 2 CV p./, f; g 2 M 1 00./, s 2 SŒg and r 2 TŒf. Then: S p.g/t p. pf /Œ' ; Œ '.x/..s / Qr/.x/dx for every ' 2 L p./ and every 2 L p0./. Proof. Let ' 1 2 T p. pf/œ' and I S p.g/t p. pf /Œ' ; Œ : Then by Theorem 7 of Sect. 2.1 s 2 L p0./ and I ' 1.x/.s /.x/dx and therefore I T p. pf /Œ' ; Œs : We finally apply Theorem 1 of Sect. 2.1: we have.s / Qr 2 L p0./ and I '.x/.s. Qr//.x/dx: In the following it will be decisive to assume the unimodularity of the locally compact group. With this assumption, we have p f f L. Lemma 3. Let be a locally compact unimodular group, S 2 CV d 2./, T 2 CV 2./ and f; g 2 M 1 00./.ThenT2.f /S2.g/ S2.g/T 2.f /. Proof. For r 2 TŒf, s 2 SŒg and '; 2 M 1 00./ we have T 2. f/s L 2.g/Œ' ; Œ '.x/.s. Qr//.x/dx and S 2.g/T 2. f L /Œ' ; Œ '.x/..s / Qr/.x/dx:

6 30 2 The Commutation s Theorem By the unimodularity of, foreveryx 2 we have.j jjlrj/ x 2 L 2./, and consequently 0 1 j.yxz/jr.z/jd za dy < 1: This implies s. Qr/.s / Qr. Theorem 4. Let be a locally compact unimodular group. Then ST TS for S 2 CV d 2./ and T 2 CV 2./. Proof. To begin with we prove that for S 2 CV d 2./, T 2 CV 2./ and f 2 M 1 00./ we have ST2.f / T2.f /S. Let ' 2 L 2./ and ">0.Thereisg 2 C 00./ with: g.x/ 0 for every x 2, g.x/dx 1, ks 2.g/' S'k " 2 < 2.1 C ˇˇˇˇˇˇT 2.f /ˇˇˇˇˇˇ2/ Now from and ks 2.g/T 2.f /' ST2.f /'k 2 < " 2 : kst 2.f /' T2.f /S'k 2 kst 2.f /' S2.g/T 2.f /'k 2 CkS 2.g/T 2.f /' T2.f /S2.g/'k 2 CkT 2.f /S2.g/' T2.f /S'k 2; Lemma 3 and kt 2.f /S2.g/' T2.f /S'k 2 < " 2 we get kst 2.f /' T2.f /S'k 2 <": Next let ' 2 L 2./ and ">0. According to Proposition 2 of Sect. 2.1 there is f 2 C 00./ with f.x/ 0 for every x 2, f.x/dx 1, kts' T 2.f /S'k 2 < " 2 and kt' T 2.f /'k 2 < " 2.1 C jjjsjj 2 / : From kts' ST'k 2 kts' T 2.f /S'k 2CkT 2.f /S' ST2.f /'k 2CkST 2.f /' ST'k 2; T 2.f /S' ST2.f /' and kst2.f /' ST'k 2 < " 2 we obtain kts' ST'k 2 <":

7 2.3 An Approximation Theorem for CV 2./ An Approximation Theorem for CV 2./ Using the commutation theorem of Sect. 2.2 (Theorem 4) we show that every T 2 CV 2./ is the limit of 2./ for a locally compact unimodular group. For a complex Hilbert space H, we denote by L.H/ the involutive Banach algebra of all continuous operators of H. ForT 2 L.H/, kt k is the norm of the operator T.For a subset of L.H/ we denote by 0 the set of all T 2 L.H/ with ST TS for every S 2, and we put / 0. Theorem 1. n Let H be a complex o Hilbert space and B an involutive subalgebra of ˇ L.H/ with Txˇx 2 H; T 2 B dense in H.ThenB 00 coincides with the closure of B in L.H/ with respect to the strong operator topology. Proof. See [36], J. ixmier, Chap. I, Sect. 3, no. 4, Corollaire 1, p. 42. The next result is Kaplansky s density theorem. Theorem 2. Let H beacomplexhilbertspaceandb; C two involutivesubalgebras of L.H/ with B C. Suppose that C is dense in the strong closure of B in L.H/. Then for every T 2 C there is a net.s / of B such that: 1: lim S T strongly, 2: ks k kt k for every. Proof. See ixmier, [36], Chap. I, Sect. 3, no. 5, Théorème 3, p Let be a locally compact group. In this paragraph, we denote by A the set of all 2./,whereisacomplex measure with finite support. Clearly A is an involutive subalgebra L.L 2.// with unit: 2./ 2. Q/ and 2.ı e/ id L 2 C./.The following statement is straightforward. Proposition 3. Let be a locally compact group. Then CV d 2./ A0. We obtain now the promised approximation theorem for CV 2./. Theorem 4. Let be a locally compact unimodular group and T 2 CV 2./. There is a net. / of complex measures with finite support such that: 1: lim ˇ 2. / T strongly, 2: ˇˇˇˇˇ2 jjjt jj. /ˇˇˇˇˇˇ2 2 for every. Proof. By Theorem 4 of Sect. 2.2 we have T 2 A 00. It suffices to apply Theorems 1 and 2 to finish the proof. n Remarks. 1: The fact that 2.ı ˇ 00 x/ ˇx 2 o CV 2./, for locally compact and unimodular, is due to Segal.[110], Theorem, p. 294/. The case of discrete, was obtained earlier by Murray and von Neumann n. [96], Lemma 5.3.3, p. 789/. 2: Using different methods, ixmier obtained 2.ı ˇ 00 x/ ˇx 2 o CV2./, and consequently Theorem 4, for every locally compact group.[35], Théorème 1,

8 32 2 The Commutation s Theorem p. 280, [36], Chap. I, Sect. 5, p. 71, Théorème 1 and xercice 5 p. 80/. See also Mackey.[90], p. 207, Lemma 3.3./ Theorem 5. Let be a locally compact unimodular group and T 2 CV 2./. There is a net.f / of C 00./ such that: 1: lim ˇ 2.f / T strongly, 2: ˇˇˇˇˇ2 jjjt jj.f /ˇˇˇˇˇˇ2 2 for every. 00 Proof. According to Theorem //.C isthe strong closure of 2.C 00.//. 0 But by Theorem 5 of Sect //.C CV d 2./ and consequently 2.C 00.// 00 CV2./: Remark. We will extend this result to p 6 2 for certain classes of locally compact groups. We will also try to give more information on the approximating net.f /.

9

The second dual of a C*-algebra

The second dual of a C*-algebra The second dual of a C*-algebra The main goal is to expose a short proof of the result of Z Takeda, [Proc Japan Acad 30, (1954), 90 95], that the second dual of a C*-algebra is, in effect, the von Neumann

More information

We denote the space of distributions on Ω by D ( Ω) 2.

We denote the space of distributions on Ω by D ( Ω) 2. Sep. 1 0, 008 Distributions Distributions are generalized functions. Some familiarity with the theory of distributions helps understanding of various function spaces which play important roles in the study

More information

Problem Set 2: Solutions Math 201A: Fall 2016

Problem Set 2: Solutions Math 201A: Fall 2016 Problem Set 2: s Math 201A: Fall 2016 Problem 1. (a) Prove that a closed subset of a complete metric space is complete. (b) Prove that a closed subset of a compact metric space is compact. (c) Prove that

More information

Functional Analysis. Franck Sueur Metric spaces Definitions Completeness Compactness Separability...

Functional Analysis. Franck Sueur Metric spaces Definitions Completeness Compactness Separability... Functional Analysis Franck Sueur 2018-2019 Contents 1 Metric spaces 1 1.1 Definitions........................................ 1 1.2 Completeness...................................... 3 1.3 Compactness......................................

More information

Topologies, ring norms and algebra norms on some algebras of continuous functions.

Topologies, ring norms and algebra norms on some algebras of continuous functions. Topologies, ring norms and algebra norms on some algebras of continuous functions. Javier Gómez-Pérez Javier Gómez-Pérez, Departamento de Matemáticas, Universidad de León, 24071 León, Spain. Corresponding

More information

Fall f(x)g(x) dx. The starting place for the theory of Fourier series is that the family of functions {e inx } n= is orthonormal, that is

Fall f(x)g(x) dx. The starting place for the theory of Fourier series is that the family of functions {e inx } n= is orthonormal, that is 18.103 Fall 2013 1. Fourier Series, Part 1. We will consider several function spaces during our study of Fourier series. When we talk about L p ((, π)), it will be convenient to include the factor 1/ in

More information

MATH 411 NOTES (UNDER CONSTRUCTION)

MATH 411 NOTES (UNDER CONSTRUCTION) MATH 411 NOTES (NDE CONSTCTION 1. Notes on compact sets. This is similar to ideas you learned in Math 410, except open sets had not yet been defined. Definition 1.1. K n is compact if for every covering

More information

MULTIPLIERS ON SPACES OF FUNCTIONS ON A LOCALLY COMPACT ABELIAN GROUP WITH VALUES IN A HILBERT SPACE. Violeta Petkova

MULTIPLIERS ON SPACES OF FUNCTIONS ON A LOCALLY COMPACT ABELIAN GROUP WITH VALUES IN A HILBERT SPACE. Violeta Petkova Serdica Math. J. 32 (2006), 215 226 MULTIPLIERS ON SPACES OF FUNCTIONS ON A LOCALLY COMPACT ABELIAN ROUP WITH VALUES IN A HILBERT SPACE Violeta Petkova Communicated by S. L. Troyansky We prove a representation

More information

Analysis Comprehensive Exam Questions Fall F(x) = 1 x. f(t)dt. t 1 2. tf 2 (t)dt. and g(t, x) = 2 t. 2 t

Analysis Comprehensive Exam Questions Fall F(x) = 1 x. f(t)dt. t 1 2. tf 2 (t)dt. and g(t, x) = 2 t. 2 t Analysis Comprehensive Exam Questions Fall 2. Let f L 2 (, ) be given. (a) Prove that ( x 2 f(t) dt) 2 x x t f(t) 2 dt. (b) Given part (a), prove that F L 2 (, ) 2 f L 2 (, ), where F(x) = x (a) Using

More information

MAS3706 Topology. Revision Lectures, May I do not answer enquiries as to what material will be in the exam.

MAS3706 Topology. Revision Lectures, May I do not answer  enquiries as to what material will be in the exam. MAS3706 Topology Revision Lectures, May 208 Z.A.Lykova It is essential that you read and try to understand the lecture notes from the beginning to the end. Many questions from the exam paper will be similar

More information

MATH MEASURE THEORY AND FOURIER ANALYSIS. Contents

MATH MEASURE THEORY AND FOURIER ANALYSIS. Contents MATH 3969 - MEASURE THEORY AND FOURIER ANALYSIS ANDREW TULLOCH Contents 1. Measure Theory 2 1.1. Properties of Measures 3 1.2. Constructing σ-algebras and measures 3 1.3. Properties of the Lebesgue measure

More information

UNITARIES IN BANACH SPACES

UNITARIES IN BANACH SPACES Illinois Journal of Mathematics Volume 48, Number 1, Spring 2004, Pages 339 351 S 0019-2082 UNITARIES IN BANACH SPACES PRADIPTA BANDYOPADHYAY, KRZYSZTOF JAROSZ, AND T. S. S. R. K. RAO Abstract. We study

More information

Continuous Functions on Metric Spaces

Continuous Functions on Metric Spaces Continuous Functions on Metric Spaces Math 201A, Fall 2016 1 Continuous functions Definition 1. Let (X, d X ) and (Y, d Y ) be metric spaces. A function f : X Y is continuous at a X if for every ɛ > 0

More information

The Banach Tarski Paradox and Amenability Lecture 20: Invariant Mean implies Reiter s Property. 11 October 2012

The Banach Tarski Paradox and Amenability Lecture 20: Invariant Mean implies Reiter s Property. 11 October 2012 The Banach Tarski Paradox and Amenability Lecture 20: Invariant Mean implies Reiter s Property 11 October 2012 Invariant means and amenability Definition Let be a locally compact group. An invariant mean

More information

Fourier Transform & Sobolev Spaces

Fourier Transform & Sobolev Spaces Fourier Transform & Sobolev Spaces Michael Reiter, Arthur Schuster Summer Term 2008 Abstract We introduce the concept of weak derivative that allows us to define new interesting Hilbert spaces the Sobolev

More information

FURTHER STUDIES OF STRONGLY AMENABLE -REPRESENTATIONS OF LAU -ALGEBRAS

FURTHER STUDIES OF STRONGLY AMENABLE -REPRESENTATIONS OF LAU -ALGEBRAS FURTHER STUDIES OF STRONGLY AMENABLE -REPRESENTATIONS OF LAU -ALGEBRAS FATEMEH AKHTARI and RASOUL NASR-ISFAHANI Communicated by Dan Timotin The new notion of strong amenability for a -representation of

More information

Kernel Density Estimation

Kernel Density Estimation EECS 598: Statistical Learning Theory, Winter 2014 Topic 19 Kernel Density Estimation Lecturer: Clayton Scott Scribe: Yun Wei, Yanzhen Deng Disclaimer: These notes have not been subjected to the usual

More information

Math 240 (Driver) Qual Exam (9/12/2017)

Math 240 (Driver) Qual Exam (9/12/2017) 1 Name: I.D. #: Math 240 (Driver) Qual Exam (9/12/2017) Instructions: Clearly explain and justify your answers. You may cite theorems from the text, notes, or class as long as they are not what the problem

More information

Measurable Choice Functions

Measurable Choice Functions (January 19, 2013) Measurable Choice Functions Paul Garrett garrett@math.umn.edu http://www.math.umn.edu/ garrett/ [This document is http://www.math.umn.edu/ garrett/m/fun/choice functions.pdf] This note

More information

1.4 The Jacobian of a map

1.4 The Jacobian of a map 1.4 The Jacobian of a map Derivative of a differentiable map Let F : M n N m be a differentiable map between two C 1 manifolds. Given a point p M we define the derivative of F at p by df p df (p) : T p

More information

1 Topology Definition of a topology Basis (Base) of a topology The subspace topology & the product topology on X Y 3

1 Topology Definition of a topology Basis (Base) of a topology The subspace topology & the product topology on X Y 3 Index Page 1 Topology 2 1.1 Definition of a topology 2 1.2 Basis (Base) of a topology 2 1.3 The subspace topology & the product topology on X Y 3 1.4 Basic topology concepts: limit points, closed sets,

More information

Stone-Čech compactification of Tychonoff spaces

Stone-Čech compactification of Tychonoff spaces The Stone-Čech compactification of Tychonoff spaces Jordan Bell jordan.bell@gmail.com Department of Mathematics, University of Toronto June 27, 2014 1 Completely regular spaces and Tychonoff spaces A topological

More information

APPROXIMATE WEAK AMENABILITY OF ABSTRACT SEGAL ALGEBRAS

APPROXIMATE WEAK AMENABILITY OF ABSTRACT SEGAL ALGEBRAS MATH. SCAND. 106 (2010), 243 249 APPROXIMATE WEAK AMENABILITY OF ABSTRACT SEGAL ALGEBRAS H. SAMEA Abstract In this paper the approximate weak amenability of abstract Segal algebras is investigated. Applications

More information

Some results on direct finiteness of group algebras

Some results on direct finiteness of group algebras Some results on direct finiteness of group algebras Yemon Choi Lancaster University Canadian Abstract Harmonic Analysis Symposium University of Manitoba, 23rd May 2017 In honour of F. Ghahramani on the

More information

The Structure of C -algebras Associated with Hyperbolic Dynamical Systems

The Structure of C -algebras Associated with Hyperbolic Dynamical Systems The Structure of C -algebras Associated with Hyperbolic Dynamical Systems Ian F. Putnam* and Jack Spielberg** Dedicated to Marc Rieffel on the occasion of his sixtieth birthday. Abstract. We consider the

More information

ALGEBRAIC GROUPS. Disclaimer: There are millions of errors in these notes!

ALGEBRAIC GROUPS. Disclaimer: There are millions of errors in these notes! ALGEBRAIC GROUPS Disclaimer: There are millions of errors in these notes! 1. Some algebraic geometry The subject of algebraic groups depends on the interaction between algebraic geometry and group theory.

More information

Lecture 1 Operator spaces and their duality. David Blecher, University of Houston

Lecture 1 Operator spaces and their duality. David Blecher, University of Houston Lecture 1 Operator spaces and their duality David Blecher, University of Houston July 28, 2006 1 I. Introduction. In noncommutative analysis we replace scalar valued functions by operators. functions operators

More information

Real Analysis Notes. Thomas Goller

Real Analysis Notes. Thomas Goller Real Analysis Notes Thomas Goller September 4, 2011 Contents 1 Abstract Measure Spaces 2 1.1 Basic Definitions........................... 2 1.2 Measurable Functions........................ 2 1.3 Integration..............................

More information

Real Analysis Comprehensive Exam Fall A(k, ε) is of Lebesgue measure zero.

Real Analysis Comprehensive Exam Fall A(k, ε) is of Lebesgue measure zero. Real Analysis Comprehensive Exam Fall 2002 by XYC Good luck! [1] For ε>0andk>0, denote by A(k, ε) thesetofx Rsuch that x p q 1 for any integers p, q with q 0. k q 2+ε Show that R \ k=1 A(k, ε) is of Lebesgue

More information

A NOTE ON MULTIPLIERS OF L p (G, A)

A NOTE ON MULTIPLIERS OF L p (G, A) J. Aust. Math. Soc. 74 (2003), 25 34 A NOTE ON MULTIPLIERS OF L p (G, A) SERAP ÖZTOP (Received 8 December 2000; revised 25 October 200) Communicated by A. H. Dooley Abstract Let G be a locally compact

More information

are Banach algebras. f(x)g(x) max Example 7.4. Similarly, A = L and A = l with the pointwise multiplication

are Banach algebras. f(x)g(x) max Example 7.4. Similarly, A = L and A = l with the pointwise multiplication 7. Banach algebras Definition 7.1. A is called a Banach algebra (with unit) if: (1) A is a Banach space; (2) There is a multiplication A A A that has the following properties: (xy)z = x(yz), (x + y)z =

More information

Walker Ray Econ 204 Problem Set 2 Suggested Solutions July 22, 2017

Walker Ray Econ 204 Problem Set 2 Suggested Solutions July 22, 2017 Walker Ray Econ 204 Problem Set 2 Suggested s July 22, 2017 Problem 1. Show that any set in a metric space (X, d) can be written as the intersection of open sets. Take any subset A X and define C = x A

More information

Lattice Theory Lecture 4. Non-distributive lattices

Lattice Theory Lecture 4. Non-distributive lattices Lattice Theory Lecture 4 Non-distributive lattices John Harding New Mexico State University www.math.nmsu.edu/ JohnHarding.html jharding@nmsu.edu Toulouse, July 2017 Introduction Here we mostly consider

More information

On Fréchet algebras with the dominating norm property

On Fréchet algebras with the dominating norm property On Fréchet algebras with the dominating norm property Tomasz Ciaś Faculty of Mathematics and Computer Science Adam Mickiewicz University in Poznań Poland Banach Algebras and Applications Oulu, July 3 11,

More information

ABELIAN SELF-COMMUTATORS IN FINITE FACTORS

ABELIAN SELF-COMMUTATORS IN FINITE FACTORS ABELIAN SELF-COMMUTATORS IN FINITE FACTORS GABRIEL NAGY Abstract. An abelian self-commutator in a C*-algebra A is an element of the form A = X X XX, with X A, such that X X and XX commute. It is shown

More information

A note on the σ-algebra of cylinder sets and all that

A note on the σ-algebra of cylinder sets and all that A note on the σ-algebra of cylinder sets and all that José Luis Silva CCM, Univ. da Madeira, P-9000 Funchal Madeira BiBoS, Univ. of Bielefeld, Germany (luis@dragoeiro.uma.pt) September 1999 Abstract In

More information

B. Appendix B. Topological vector spaces

B. Appendix B. Topological vector spaces B.1 B. Appendix B. Topological vector spaces B.1. Fréchet spaces. In this appendix we go through the definition of Fréchet spaces and their inductive limits, such as they are used for definitions of function

More information

Ginés López 1, Miguel Martín 1 2, and Javier Merí 1

Ginés López 1, Miguel Martín 1 2, and Javier Merí 1 NUMERICAL INDEX OF BANACH SPACES OF WEAKLY OR WEAKLY-STAR CONTINUOUS FUNCTIONS Ginés López 1, Miguel Martín 1 2, and Javier Merí 1 Departamento de Análisis Matemático Facultad de Ciencias Universidad de

More information

Math 240 (Driver) Qual Exam (5/22/2017)

Math 240 (Driver) Qual Exam (5/22/2017) 1 Name: I.D. #: Math 240 (Driver) Qual Exam (5/22/2017) Instructions: Clearly explain and justify your answers. You may cite theorems from the text, notes, or class as long as they are not what the problem

More information

Lecture 9 Metric spaces. The contraction fixed point theorem. The implicit function theorem. The existence of solutions to differenti. equations.

Lecture 9 Metric spaces. The contraction fixed point theorem. The implicit function theorem. The existence of solutions to differenti. equations. Lecture 9 Metric spaces. The contraction fixed point theorem. The implicit function theorem. The existence of solutions to differential equations. 1 Metric spaces 2 Completeness and completion. 3 The contraction

More information

Applied Analysis (APPM 5440): Final exam 1:30pm 4:00pm, Dec. 14, Closed books.

Applied Analysis (APPM 5440): Final exam 1:30pm 4:00pm, Dec. 14, Closed books. Applied Analysis APPM 44: Final exam 1:3pm 4:pm, Dec. 14, 29. Closed books. Problem 1: 2p Set I = [, 1]. Prove that there is a continuous function u on I such that 1 ux 1 x sin ut 2 dt = cosx, x I. Define

More information

2 Garrett: `A Good Spectral Theorem' 1. von Neumann algebras, density theorem The commutant of a subring S of a ring R is S 0 = fr 2 R : rs = sr; 8s 2

2 Garrett: `A Good Spectral Theorem' 1. von Neumann algebras, density theorem The commutant of a subring S of a ring R is S 0 = fr 2 R : rs = sr; 8s 2 1 A Good Spectral Theorem c1996, Paul Garrett, garrett@math.umn.edu version February 12, 1996 1 Measurable Hilbert bundles Measurable Banach bundles Direct integrals of Hilbert spaces Trivializing Hilbert

More information

FUNCTIONAL ANALYSIS LECTURE NOTES: WEAK AND WEAK* CONVERGENCE

FUNCTIONAL ANALYSIS LECTURE NOTES: WEAK AND WEAK* CONVERGENCE FUNCTIONAL ANALYSIS LECTURE NOTES: WEAK AND WEAK* CONVERGENCE CHRISTOPHER HEIL 1. Weak and Weak* Convergence of Vectors Definition 1.1. Let X be a normed linear space, and let x n, x X. a. We say that

More information

1.3.1 Definition and Basic Properties of Convolution

1.3.1 Definition and Basic Properties of Convolution 1.3 Convolution 15 1.3 Convolution Since L 1 (R) is a Banach space, we know that it has many useful properties. In particular the operations of addition and scalar multiplication are continuous. However,

More information

Math 205b Homework 2 Solutions

Math 205b Homework 2 Solutions Math 5b Homework Solutions January 5, 5 Problem (R-S, II.) () For the R case, we just expand the right hand side and use the symmetry of the inner product: ( x y x y ) = = ((x, x) (y, y) (x, y) (y, x)

More information

p-operator Spaces Zhong-Jin Ruan University of Illinois at Urbana-Champaign GPOTS 2008 June 18-22, 2008

p-operator Spaces Zhong-Jin Ruan University of Illinois at Urbana-Champaign GPOTS 2008 June 18-22, 2008 p-operator Spaces Zhong-Jin Ruan University of Illinois at Urbana-Champaign GPOTS 2008 June 18-22, 2008 1 Operator Spaces Operator spaces are spaces of operators on Hilbert spaces. A concrete operator

More information

Introduction to Topology

Introduction to Topology Introduction to Topology Randall R. Holmes Auburn University Typeset by AMS-TEX Chapter 1. Metric Spaces 1. Definition and Examples. As the course progresses we will need to review some basic notions about

More information

1 MONOTONE COMPLETE C*-ALGEBRAS AND GENERIC DYNAMICS

1 MONOTONE COMPLETE C*-ALGEBRAS AND GENERIC DYNAMICS 1 MONOTONE COMPLETE C*-ALGEBRAS AND GENERIC DYNAMICS JDM Wright (University of Aberdeen) This talk is on joint work with Kazuyuki SAITÔ. I shall begin by talking about Monotone Complete C*-algebras. Then

More information

Fuchsian groups. 2.1 Definitions and discreteness

Fuchsian groups. 2.1 Definitions and discreteness 2 Fuchsian groups In the previous chapter we introduced and studied the elements of Mob(H), which are the real Moebius transformations. In this chapter we focus the attention of special subgroups of this

More information

Real Analysis Qualifying Exam May 14th 2016

Real Analysis Qualifying Exam May 14th 2016 Real Analysis Qualifying Exam May 4th 26 Solve 8 out of 2 problems. () Prove the Banach contraction principle: Let T be a mapping from a complete metric space X into itself such that d(tx,ty) apple qd(x,

More information

FUNCTIONAL ANALYSIS HAHN-BANACH THEOREM. F (m 2 ) + α m 2 + x 0

FUNCTIONAL ANALYSIS HAHN-BANACH THEOREM. F (m 2 ) + α m 2 + x 0 FUNCTIONAL ANALYSIS HAHN-BANACH THEOREM If M is a linear subspace of a normal linear space X and if F is a bounded linear functional on M then F can be extended to M + [x 0 ] without changing its norm.

More information

Functional Analysis HW #3

Functional Analysis HW #3 Functional Analysis HW #3 Sangchul Lee October 26, 2015 1 Solutions Exercise 2.1. Let D = { f C([0, 1]) : f C([0, 1])} and define f d = f + f. Show that D is a Banach algebra and that the Gelfand transform

More information

MAT 570 REAL ANALYSIS LECTURE NOTES. Contents. 1. Sets Functions Countability Axiom of choice Equivalence relations 9

MAT 570 REAL ANALYSIS LECTURE NOTES. Contents. 1. Sets Functions Countability Axiom of choice Equivalence relations 9 MAT 570 REAL ANALYSIS LECTURE NOTES PROFESSOR: JOHN QUIGG SEMESTER: FALL 204 Contents. Sets 2 2. Functions 5 3. Countability 7 4. Axiom of choice 8 5. Equivalence relations 9 6. Real numbers 9 7. Extended

More information

Notes on Distributions

Notes on Distributions Notes on Distributions Functional Analysis 1 Locally Convex Spaces Definition 1. A vector space (over R or C) is said to be a topological vector space (TVS) if it is a Hausdorff topological space and the

More information

Tools from Lebesgue integration

Tools from Lebesgue integration Tools from Lebesgue integration E.P. van den Ban Fall 2005 Introduction In these notes we describe some of the basic tools from the theory of Lebesgue integration. Definitions and results will be given

More information

Metric Spaces and Topology

Metric Spaces and Topology Chapter 2 Metric Spaces and Topology From an engineering perspective, the most important way to construct a topology on a set is to define the topology in terms of a metric on the set. This approach underlies

More information

Banach Spaces II: Elementary Banach Space Theory

Banach Spaces II: Elementary Banach Space Theory BS II c Gabriel Nagy Banach Spaces II: Elementary Banach Space Theory Notes from the Functional Analysis Course (Fall 07 - Spring 08) In this section we introduce Banach spaces and examine some of their

More information

Elliott s program and descriptive set theory I

Elliott s program and descriptive set theory I Elliott s program and descriptive set theory I Ilijas Farah LC 2012, Manchester, July 12 a, a, a, a, the, the, the, the. I shall need this exercise later, someone please solve it Exercise If A = limna

More information

The weak topology of locally convex spaces and the weak-* topology of their duals

The weak topology of locally convex spaces and the weak-* topology of their duals The weak topology of locally convex spaces and the weak-* topology of their duals Jordan Bell jordan.bell@gmail.com Department of Mathematics, University of Toronto April 3, 2014 1 Introduction These notes

More information

Topology. Xiaolong Han. Department of Mathematics, California State University, Northridge, CA 91330, USA address:

Topology. Xiaolong Han. Department of Mathematics, California State University, Northridge, CA 91330, USA  address: Topology Xiaolong Han Department of Mathematics, California State University, Northridge, CA 91330, USA E-mail address: Xiaolong.Han@csun.edu Remark. You are entitled to a reward of 1 point toward a homework

More information

Homework 3 MTH 869 Algebraic Topology

Homework 3 MTH 869 Algebraic Topology Homework 3 MTH 869 Algebraic Topology Joshua Ruiter February 12, 2018 Proposition 0.1 (Exercise 1.1.10). Let (X, x 0 ) and (Y, y 0 ) be pointed, path-connected spaces. Let f : I X y 0 } and g : I x 0 }

More information

Course 212: Academic Year Section 1: Metric Spaces

Course 212: Academic Year Section 1: Metric Spaces Course 212: Academic Year 1991-2 Section 1: Metric Spaces D. R. Wilkins Contents 1 Metric Spaces 3 1.1 Distance Functions and Metric Spaces............. 3 1.2 Convergence and Continuity in Metric Spaces.........

More information

Commutative Banach algebras 79

Commutative Banach algebras 79 8. Commutative Banach algebras In this chapter, we analyze commutative Banach algebras in greater detail. So we always assume that xy = yx for all x, y A here. Definition 8.1. Let A be a (commutative)

More information

THE ALTERNATIVE DUNFORD-PETTIS PROPERTY FOR SUBSPACES OF THE COMPACT OPERATORS

THE ALTERNATIVE DUNFORD-PETTIS PROPERTY FOR SUBSPACES OF THE COMPACT OPERATORS THE ALTERNATIVE DUNFORD-PETTIS PROPERTY FOR SUBSPACES OF THE COMPACT OPERATORS MARÍA D. ACOSTA AND ANTONIO M. PERALTA Abstract. A Banach space X has the alternative Dunford-Pettis property if for every

More information

1 Kaplanski conjectures

1 Kaplanski conjectures Kaplanski conjectures. Group algebras and the statements of Kaplanski s conjectures Suppose that is a group and K is a eld. The group algebra K is the K-algebra of formal nite linear combinations k + :

More information

7 Lecture 7: Rational domains, Tate rings and analytic points

7 Lecture 7: Rational domains, Tate rings and analytic points 7 Lecture 7: Rational domains, Tate rings and analytic points 7.1 Introduction The aim of this lecture is to topologize localizations of Huber rings, and prove some of their properties. We will discuss

More information

A COMMENT ON FREE GROUP FACTORS

A COMMENT ON FREE GROUP FACTORS A COMMENT ON FREE GROUP FACTORS NARUTAKA OZAWA Abstract. Let M be a finite von Neumann algebra acting on the standard Hilbert space L 2 (M). We look at the space of those bounded operators on L 2 (M) that

More information

Measure Theory on Topological Spaces. Course: Prof. Tony Dorlas 2010 Typset: Cathal Ormond

Measure Theory on Topological Spaces. Course: Prof. Tony Dorlas 2010 Typset: Cathal Ormond Measure Theory on Topological Spaces Course: Prof. Tony Dorlas 2010 Typset: Cathal Ormond May 22, 2011 Contents 1 Introduction 2 1.1 The Riemann Integral........................................ 2 1.2 Measurable..............................................

More information

Sung-Wook Park*, Hyuk Han**, and Se Won Park***

Sung-Wook Park*, Hyuk Han**, and Se Won Park*** JOURNAL OF THE CHUNGCHEONG MATHEMATICAL SOCIETY Volume 16, No. 1, June 2003 CONTINUITY OF LINEAR OPERATOR INTERTWINING WITH DECOMPOSABLE OPERATORS AND PURE HYPONORMAL OPERATORS Sung-Wook Park*, Hyuk Han**,

More information

WEAKLY COMPACT OPERATORS ON OPERATOR ALGEBRAS

WEAKLY COMPACT OPERATORS ON OPERATOR ALGEBRAS WEAKLY COMPACT OPERATORS ON OPERATOR ALGEBRAS SHOICHIRO SAKAI Let K be a compact space and C(K) be the commutative B*- algebra of all complex valued continuous functions on K, then Grothendieck [3] (also

More information

2. Function spaces and approximation

2. Function spaces and approximation 2.1 2. Function spaces and approximation 2.1. The space of test functions. Notation and prerequisites are collected in Appendix A. Let Ω be an open subset of R n. The space C0 (Ω), consisting of the C

More information

Notes for Functional Analysis

Notes for Functional Analysis Notes for Functional Analysis Wang Zuoqin (typed by Xiyu Zhai) October 16, 2015 1 Lecture 11 1.1 The closed graph theorem Definition 1.1. Let f : X Y be any map between topological spaces. We define its

More information

Chapter 8. P-adic numbers. 8.1 Absolute values

Chapter 8. P-adic numbers. 8.1 Absolute values Chapter 8 P-adic numbers Literature: N. Koblitz, p-adic Numbers, p-adic Analysis, and Zeta-Functions, 2nd edition, Graduate Texts in Mathematics 58, Springer Verlag 1984, corrected 2nd printing 1996, Chap.

More information

FOURIER TRANSFORMATION ON NON-UNIMODULAR LOCALLY COMPACT GROUPS MARIANNE TERP. Communicated by M. S. Moslehian

FOURIER TRANSFORMATION ON NON-UNIMODULAR LOCALLY COMPACT GROUPS MARIANNE TERP. Communicated by M. S. Moslehian Adv. Oper. Theory 2 (207), no. 4, 547 583 http://doi.org/0.22034/aot.709-23 ISSN: 2538-225X (electronic) http://aot-math.org L p FOURIER TRANSFORMATION ON NON-UNIMODULAR LOCALLY COMPACT GROUPS MARIANNE

More information

2. Metric Spaces. 2.1 Definitions etc.

2. Metric Spaces. 2.1 Definitions etc. 2. Metric Spaces 2.1 Definitions etc. The procedure in Section for regarding R as a topological space may be generalized to many other sets in which there is some kind of distance (formally, sets with

More information

A C 0 coarse structure for families of pseudometrics and the Higson-Roe functor

A C 0 coarse structure for families of pseudometrics and the Higson-Roe functor A C 0 coarse structure for families of pseudometrics and the Higson-Roe functor Jesús P. Moreno-Damas arxiv:1410.2756v1 [math.gn] 10 Oct 2014 Abstract This paper deepens into the relations between coarse

More information

The complexity of classification problem of nuclear C*-algebras

The complexity of classification problem of nuclear C*-algebras The complexity of classification problem of nuclear C*-algebras Ilijas Farah (joint work with Andrew Toms and Asger Törnquist) Nottingham, September 6, 2010 C*-algebras H: a complex Hilbert space (B(H),

More information

Injective semigroup-algebras

Injective semigroup-algebras Injective semigroup-algebras J. J. Green June 5, 2002 Abstract Semigroups S for which the Banach algebra l (S) is injective are investigated and an application to the work of O. Yu. Aristov is described.

More information

Sobolev Spaces. Chapter 10

Sobolev Spaces. Chapter 10 Chapter 1 Sobolev Spaces We now define spaces H 1,p (R n ), known as Sobolev spaces. For u to belong to H 1,p (R n ), we require that u L p (R n ) and that u have weak derivatives of first order in L p

More information

A NOTE ON FAITHFUL TRACES ON A VON NEUMANN ALGEBRA

A NOTE ON FAITHFUL TRACES ON A VON NEUMANN ALGEBRA A NOTE ON FAITHFUL TRACES ON A VON NEUMANN ALGEBRA F. BAGARELLO, C. TRAPANI, AND S. TRIOLO Abstract. In this short note we give some techniques for constructing, starting from a sufficient family F of

More information

Gabor Time-Frequency Lattices and the Wexler Raz Identity

Gabor Time-Frequency Lattices and the Wexler Raz Identity The Journal of Fourier Analysis and Applications Volume 1, Number 4, 1995 Gabor Time-Frequency Lattices and the Wexler Raz Identity Ingrid Daubechies, H. J. Landau, and Zeph Landau ABSTRACT. Gabor time-frequency

More information

MATH 54 - TOPOLOGY SUMMER 2015 FINAL EXAMINATION. Problem 1

MATH 54 - TOPOLOGY SUMMER 2015 FINAL EXAMINATION. Problem 1 MATH 54 - TOPOLOGY SUMMER 2015 FINAL EXAMINATION ELEMENTS OF SOLUTION Problem 1 1. Let X be a Hausdorff space and K 1, K 2 disjoint compact subsets of X. Prove that there exist disjoint open sets U 1 and

More information

Math 421, Homework #9 Solutions

Math 421, Homework #9 Solutions Math 41, Homework #9 Solutions (1) (a) A set E R n is said to be path connected if for any pair of points x E and y E there exists a continuous function γ : [0, 1] R n satisfying γ(0) = x, γ(1) = y, and

More information

Errata Applied Analysis

Errata Applied Analysis Errata Applied Analysis p. 9: line 2 from the bottom: 2 instead of 2. p. 10: Last sentence should read: The lim sup of a sequence whose terms are bounded from above is finite or, and the lim inf of a sequence

More information

1 Continuity Classes C m (Ω)

1 Continuity Classes C m (Ω) 0.1 Norms 0.1 Norms A norm on a linear space X is a function : X R with the properties: Positive Definite: x 0 x X (nonnegative) x = 0 x = 0 (strictly positive) λx = λ x x X, λ C(homogeneous) x + y x +

More information

Functional Analysis HW #1

Functional Analysis HW #1 Functional Analysis HW #1 Sangchul Lee October 9, 2015 1 Solutions Solution of #1.1. Suppose that X

More information

Regularizations of Singular Integral Operators (joint work with C. Liaw)

Regularizations of Singular Integral Operators (joint work with C. Liaw) 1 Outline Regularizations of Singular Integral Operators (joint work with C. Liaw) Sergei Treil Department of Mathematics Brown University April 4, 2014 2 Outline 1 Examples of Calderón Zygmund operators

More information

ON A CLASS OF IDEALS OF THE TOEPLITZ ALGEBRA ON THE BERGMAN SPACE

ON A CLASS OF IDEALS OF THE TOEPLITZ ALGEBRA ON THE BERGMAN SPACE ON A CLASS OF IDEALS OF THE TOEPLITZ ALGEBRA ON THE BERGMAN SPACE TRIEU LE Abstract Let T denote the full Toeplitz algebra on the Bergman space of the unit ball B n For each subset G of L, let CI(G) denote

More information

Banach Spaces V: A Closer Look at the w- and the w -Topologies

Banach Spaces V: A Closer Look at the w- and the w -Topologies BS V c Gabriel Nagy Banach Spaces V: A Closer Look at the w- and the w -Topologies Notes from the Functional Analysis Course (Fall 07 - Spring 08) In this section we discuss two important, but highly non-trivial,

More information

Bernstein s inequality and Nikolsky s inequality for R d

Bernstein s inequality and Nikolsky s inequality for R d Bernstein s inequality and Nikolsky s inequality for d Jordan Bell jordan.bell@gmail.com Department of athematics University of Toronto February 6 25 Complex Borel measures and the Fourier transform Let

More information

arxiv:math/ v1 [math.fa] 26 Oct 1993

arxiv:math/ v1 [math.fa] 26 Oct 1993 arxiv:math/9310217v1 [math.fa] 26 Oct 1993 ON COMPLEMENTED SUBSPACES OF SUMS AND PRODUCTS OF BANACH SPACES M.I.Ostrovskii Abstract. It is proved that there exist complemented subspaces of countable topological

More information

Research Article Common Fixed Points of Weakly Contractive and Strongly Expansive Mappings in Topological Spaces

Research Article Common Fixed Points of Weakly Contractive and Strongly Expansive Mappings in Topological Spaces Hindawi Publishing Corporation Journal of Inequalities and Applications Volume 2010, Article ID 746045, 15 pages doi:10.1155/2010/746045 Research Article Common Fixed Points of Weakly Contractive and Strongly

More information

Contents. 0.1 Appendix on Operator Algebras C*-algebras and C -probability spaces

Contents. 0.1 Appendix on Operator Algebras C*-algebras and C -probability spaces Contents 0.1 Appendix on Operator Algebras.................. 1 0.1.1 C*-algebras and C -probability spaces........... 1 0.1.2 von Neumann algebras and W -probability spaces.... 12 0.1.3 Free products of

More information

FRAMES AND TIME-FREQUENCY ANALYSIS

FRAMES AND TIME-FREQUENCY ANALYSIS FRAMES AND TIME-FREQUENCY ANALYSIS LECTURE 5: MODULATION SPACES AND APPLICATIONS Christopher Heil Georgia Tech heil@math.gatech.edu http://www.math.gatech.edu/ heil READING For background on Banach spaces,

More information

Overview of normed linear spaces

Overview of normed linear spaces 20 Chapter 2 Overview of normed linear spaces Starting from this chapter, we begin examining linear spaces with at least one extra structure (topology or geometry). We assume linearity; this is a natural

More information

MEANS WITH VALUES IN A BANACH LATTICE

MEANS WITH VALUES IN A BANACH LATTICE University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln Faculty Publications, Department of Mathematics Mathematics, Department of 9-4-1986 MEANS WITH VALUES IN A BANACH LATTICE

More information

Economics 204 Fall 2011 Problem Set 2 Suggested Solutions

Economics 204 Fall 2011 Problem Set 2 Suggested Solutions Economics 24 Fall 211 Problem Set 2 Suggested Solutions 1. Determine whether the following sets are open, closed, both or neither under the topology induced by the usual metric. (Hint: think about limit

More information

ALMOST AUTOMORPHIC GENERALIZED FUNCTIONS

ALMOST AUTOMORPHIC GENERALIZED FUNCTIONS Novi Sad J. Math. Vol. 45 No. 1 2015 207-214 ALMOST AUTOMOPHIC GENEALIZED FUNCTIONS Chikh Bouzar 1 Mohammed Taha Khalladi 2 and Fatima Zohra Tchouar 3 Abstract. The paper deals with a new algebra of generalized

More information

Review and problem list for Applied Math I

Review and problem list for Applied Math I Review and problem list for Applied Math I (This is a first version of a serious review sheet; it may contain errors and it certainly omits a number of topic which were covered in the course. Let me know

More information

OPERATOR SEMIGROUPS. Lecture 3. Stéphane ATTAL

OPERATOR SEMIGROUPS. Lecture 3. Stéphane ATTAL Lecture 3 OPRATOR SMIGROUPS Stéphane ATTAL Abstract This lecture is an introduction to the theory of Operator Semigroups and its main ingredients: different types of continuity, associated generator, dual

More information