Invariant Measures and Arithmetic Unique Ergodicity
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The Invariant Theory of Matrices
UNIVERSITY LECTURE SERIES VOLUME 69 The Invariant Theory of Matrices Corrado De Concini Claudio Procesi American Mathematical Society The Invariant Theory of Matrices 10.1090/ulect/069 UNIVERSITY LECTURE SERIES VOLUME 69 The Invariant Theory of Matrices Corrado De Concini Claudio Procesi American Mathematical Society Providence, Rhode Island EDITORIAL COMMITTEE Jordan S. Ellenberg Robert Guralnick William P. Minicozzi II (Chair) Tatiana Toro 2010 Mathematics Subject Classification. Primary 15A72, 14L99, 20G20, 20G05. For additional information and updates on this book, visit www.ams.org/bookpages/ulect-69 Library of Congress Cataloging-in-Publication Data Names: De Concini, Corrado, author. | Procesi, Claudio, author. Title: The invariant theory of matrices / Corrado De Concini, Claudio Procesi. Description: Providence, Rhode Island : American Mathematical Society, [2017] | Series: Univer- sity lecture series ; volume 69 | Includes bibliographical references and index. Identifiers: LCCN 2017041943 | ISBN 9781470441876 (alk. paper) Subjects: LCSH: Matrices. | Invariants. | AMS: Linear and multilinear algebra; matrix theory – Basic linear algebra – Vector and tensor algebra, theory of invariants. msc | Algebraic geometry – Algebraic groups – None of the above, but in this section. msc | Group theory and generalizations – Linear algebraic groups and related topics – Linear algebraic groups over the reals, the complexes, the quaternions. msc | Group theory and generalizations – Linear algebraic groups and related topics – Representation theory. msc Classification: LCC QA188 .D425 2017 | DDC 512.9/434–dc23 LC record available at https://lccn. loc.gov/2017041943 Copying and reprinting. Individual readers of this publication, and nonprofit libraries acting for them, are permitted to make fair use of the material, such as to copy select pages for use in teaching or research. -
Homogeneous Flows, Moduli Spaces and Arithmetic
CLAY MATHEMATICS INSTITUTE SUMMER SCHOOL 2007 Homogeneous Flows, Moduli Spaces and Arithmetic at the Centro di Ricerca Matematica Designed for graduate students and mathematicians within Ennio De Giorgi, Pisa, Italy five years of their PhD, the program is an introduction to the theory of flows on homogeneous spaces, moduli spaces and their many applications. These flows give concrete examples of dynamical systems with highly interesting behavior and a rich and powerful theory. They are also a source of many interesting problems and conjectures. Furthermore, understanding the dynamics of such a concrete system lends to numerous applications in number theory and geometry regarding equidistributions, diophantine approximations, rational billiards and automorphic forms. The school will consist of three weeks of foundational courses Photo: Peter Adams and one week of mini-courses focusing on more advanced topics. June 11th to July 6th 2007 Lecturers to include: Organizing Committee Nalini Anantharaman, Artur Avila, Manfred Einsiedler, Alex Eskin, Manfred Einsiedler, David Ellwood, Alex Eskin, Dmitry Kleinbock, Elon Svetlana Katok, Dmitry Kleinbock, Elon Lindenstrauss, Shahar Mozes, Lindenstrauss, Gregory Margulis, Stefano Marmi, Peter Sarnak, Hee Oh, Akshay Venkatesh, Jean-Christophe Yoccoz Jean-Christophe Yoccoz, Don Zagier Foundational Courses Graduate Postdoctoral Funding Unipotent flows and applications Funding is available to graduate students and postdoctoral fellows (within 5 Alex Eskin & Dmitry Kleinbock years of their PhD). Standard -
Algebraic Geometry, Moduli Spaces, and Invariant Theory
Algebraic Geometry, Moduli Spaces, and Invariant Theory Han-Bom Moon Department of Mathematics Fordham University May, 2016 Han-Bom Moon Algebraic Geometry, Moduli Spaces, and Invariant Theory Part I Algebraic Geometry Han-Bom Moon Algebraic Geometry, Moduli Spaces, and Invariant Theory Algebraic geometry From wikipedia: Algebraic geometry is a branch of mathematics, classically studying zeros of multivariate polynomials. Han-Bom Moon Algebraic Geometry, Moduli Spaces, and Invariant Theory Algebraic geometry in highschool The zero set of a two-variable polynomial provides a plane curve. Example: 2 2 2 f(x; y) = x + y 1 Z(f) := (x; y) R f(x; y) = 0 − , f 2 j g a unit circle ··· Han-Bom Moon Algebraic Geometry, Moduli Spaces, and Invariant Theory Algebraic geometry in college calculus The zero set of a three-variable polynomial give a surface. Examples: 2 2 2 3 f(x; y; z) = x + y z 1 Z(f) := (x; y; z) R f(x; y; z) = 0 − − , f 2 j g 2 2 2 3 g(x; y; z) = x + y z Z(g) := (x; y; z) R g(x; y; z) = 0 − , f 2 j g Han-Bom Moon Algebraic Geometry, Moduli Spaces, and Invariant Theory Algebraic geometry in college calculus The common zero set of two three-variable polynomials gives a space curve. Example: f(x; y; z) = x2 + y2 + z2 1; g(x; y; z) = x + y + z − Z(f; g) := (x; y; z) R3 f(x; y; z) = g(x; y; z) = 0 , f 2 j g Definition An algebraic variety is a common zero set of some polynomials. -
Diagonalizable Flows on Locally Homogeneous Spaces and Number
Diagonalizable flows on locally homogeneous spaces and number theory Manfred Einsiedler and Elon Lindenstrauss∗ Abstract.We discuss dynamical properties of actions of diagonalizable groups on locally homogeneous spaces, particularly their invariant measures, and present some number theoretic and spectral applications. Entropy plays a key role in the study of theses invariant measures and in the applications. Mathematics Subject Classification (2000). 37D40, 37A45, 11J13, 81Q50 Keywords. invariant measures, locally homogeneous spaces, Littlewood’s conjecture, quantum unique ergodicity, distribution of periodic orbits, ideal classes, entropy. 1. Introduction Flows on locally homogeneous spaces are a special kind of dynamical systems. The ergodic theory and dynamics of these flows are very rich and interesting, and their study has a long and distinguished history. What is more, this study has found numerous applications throughout mathematics. The spaces we consider are of the form Γ\G where G is a locally compact group and Γ a discrete subgroup of G. Typically one takes G to be either a Lie group, a linear algebraic group over a local field, or a product of such. Any subgroup H < G acts on Γ\G and this action is precisely the type of action we will consider here. One of the most important examples which features in numerous number theoretical applications is the space PGL(n, Z)\ PGL(n, R) which can be identified with the space of lattices in Rn up to homothety. Part of the beauty of the subject is that the study of very concrete actions can have meaningful implications. For example, in the late 1980s G. -
Ergodicity, Decisions, and Partial Information
Ergodicity, Decisions, and Partial Information Ramon van Handel Abstract In the simplest sequential decision problem for an ergodic stochastic pro- cess X, at each time n a decision un is made as a function of past observations X0,...,Xn 1, and a loss l(un,Xn) is incurred. In this setting, it is known that one may choose− (under a mild integrability assumption) a decision strategy whose path- wise time-average loss is asymptotically smaller than that of any other strategy. The corresponding problem in the case of partial information proves to be much more delicate, however: if the process X is not observable, but decisions must be based on the observation of a different process Y, the existence of pathwise optimal strategies is not guaranteed. The aim of this paper is to exhibit connections between pathwise optimal strategies and notions from ergodic theory. The sequential decision problem is developed in the general setting of an ergodic dynamical system (Ω,B,P,T) with partial information Y B. The existence of pathwise optimal strategies grounded in ⊆ two basic properties: the conditional ergodic theory of the dynamical system, and the complexity of the loss function. When the loss function is not too complex, a gen- eral sufficient condition for the existence of pathwise optimal strategies is that the dynamical system is a conditional K-automorphism relative to the past observations n n 0 T Y. If the conditional ergodicity assumption is strengthened, the complexity assumption≥ can be weakened. Several examples demonstrate the interplay between complexity and ergodicity, which does not arise in the case of full information. -
Reflection Invariant and Symmetry Detection
1 Reflection Invariant and Symmetry Detection Erbo Li and Hua Li Abstract—Symmetry detection and discrimination are of fundamental meaning in science, technology, and engineering. This paper introduces reflection invariants and defines the directional moments(DMs) to detect symmetry for shape analysis and object recognition. And it demonstrates that detection of reflection symmetry can be done in a simple way by solving a trigonometric system derived from the DMs, and discrimination of reflection symmetry can be achieved by application of the reflection invariants in 2D and 3D. Rotation symmetry can also be determined based on that. Also, if none of reflection invariants is equal to zero, then there is no symmetry. And the experiments in 2D and 3D show that all the reflection lines or planes can be deterministically found using DMs up to order six. This result can be used to simplify the efforts of symmetry detection in research areas,such as protein structure, model retrieval, reverse engineering, and machine vision etc. Index Terms—symmetry detection, shape analysis, object recognition, directional moment, moment invariant, isometry, congruent, reflection, chirality, rotation F 1 INTRODUCTION Kazhdan et al. [1] developed a continuous measure and dis- The essence of geometric symmetry is self-evident, which cussed the properties of the reflective symmetry descriptor, can be found everywhere in nature and social lives, as which was expanded to 3D by [2] and was augmented in shown in Figure 1. It is true that we are living in a spatial distribution of the objects asymmetry by [3] . For symmetric world. Pursuing the explanation of symmetry symmetry discrimination [4] defined a symmetry distance will provide better understanding to the surrounding world of shapes. -
On the Continuing Relevance of Mandelbrot's Non-Ergodic Fractional Renewal Models of 1963 to 1967
Nicholas W. Watkins On the continuing relevance of Mandelbrot's non-ergodic fractional renewal models of 1963 to 1967 Article (Published version) (Refereed) Original citation: Watkins, Nicholas W. (2017) On the continuing relevance of Mandelbrot's non-ergodic fractional renewal models of 1963 to 1967.European Physical Journal B, 90 (241). ISSN 1434-6028 DOI: 10.1140/epjb/e2017-80357-3 Reuse of this item is permitted through licensing under the Creative Commons: © 2017 The Author CC BY 4.0 This version available at: http://eprints.lse.ac.uk/84858/ Available in LSE Research Online: February 2018 LSE has developed LSE Research Online so that users may access research output of the School. Copyright © and Moral Rights for the papers on this site are retained by the individual authors and/or other copyright owners. You may freely distribute the URL (http://eprints.lse.ac.uk) of the LSE Research Online website. Eur. Phys. J. B (2017) 90: 241 DOI: 10.1140/epjb/e2017-80357-3 THE EUROPEAN PHYSICAL JOURNAL B Regular Article On the continuing relevance of Mandelbrot's non-ergodic fractional renewal models of 1963 to 1967? Nicholas W. Watkins1,2,3 ,a 1 Centre for the Analysis of Time Series, London School of Economics and Political Science, London, UK 2 Centre for Fusion, Space and Astrophysics, University of Warwick, Coventry, UK 3 Faculty of Science, Technology, Engineering and Mathematics, Open University, Milton Keynes, UK Received 20 June 2017 / Received in final form 25 September 2017 Published online 11 December 2017 c The Author(s) 2017. This article is published with open access at Springerlink.com Abstract. -
Ergodicity and Metric Transitivity
Chapter 25 Ergodicity and Metric Transitivity Section 25.1 explains the ideas of ergodicity (roughly, there is only one invariant set of positive measure) and metric transivity (roughly, the system has a positive probability of going from any- where to anywhere), and why they are (almost) the same. Section 25.2 gives some examples of ergodic systems. Section 25.3 deduces some consequences of ergodicity, most im- portantly that time averages have deterministic limits ( 25.3.1), and an asymptotic approach to independence between even§ts at widely separated times ( 25.3.2), admittedly in a very weak sense. § 25.1 Metric Transitivity Definition 341 (Ergodic Systems, Processes, Measures and Transfor- mations) A dynamical system Ξ, , µ, T is ergodic, or an ergodic system or an ergodic process when µ(C) = 0 orXµ(C) = 1 for every T -invariant set C. µ is called a T -ergodic measure, and T is called a µ-ergodic transformation, or just an ergodic measure and ergodic transformation, respectively. Remark: Most authorities require a µ-ergodic transformation to also be measure-preserving for µ. But (Corollary 54) measure-preserving transforma- tions are necessarily stationary, and we want to minimize our stationarity as- sumptions. So what most books call “ergodic”, we have to qualify as “stationary and ergodic”. (Conversely, when other people talk about processes being “sta- tionary and ergodic”, they mean “stationary with only one ergodic component”; but of that, more later. Definition 342 (Metric Transitivity) A dynamical system is metrically tran- sitive, metrically indecomposable, or irreducible when, for any two sets A, B n ∈ , if µ(A), µ(B) > 0, there exists an n such that µ(T − A B) > 0. -
A New Invariant Under Congruence of Nonsingular Matrices
A new invariant under congruence of nonsingular matrices Kiyoshi Shirayanagi and Yuji Kobayashi Abstract For a nonsingular matrix A, we propose the form Tr(tAA−1), the trace of the product of its transpose and inverse, as a new invariant under congruence of nonsingular matrices. 1 Introduction Let K be a field. We denote the set of all n n matrices over K by M(n,K), and the set of all n n nonsingular matrices× over K by GL(n,K). For A, B M(n,K), A is similar× to B if there exists P GL(n,K) such that P −1AP = B∈, and A is congruent to B if there exists P ∈ GL(n,K) such that tP AP = B, where tP is the transpose of P . A map f∈ : M(n,K) K is an invariant under similarity of matrices if for any A M(n,K), f(P→−1AP ) = f(A) holds for all P GL(n,K). Also, a map g : M∈ (n,K) K is an invariant under congruence∈ of matrices if for any A M(n,K), g(→tP AP ) = g(A) holds for all P GL(n,K), and h : GL(n,K) ∈ K is an invariant under congruence of nonsingular∈ matrices if for any A →GL(n,K), h(tP AP ) = h(A) holds for all P GL(n,K). ∈ ∈As is well known, there are many invariants under similarity of matrices, such as trace, determinant and other coefficients of the minimal polynomial. In arXiv:1904.04397v1 [math.RA] 8 Apr 2019 case the characteristic is zero, rank is also an example. -
Moduli Spaces and Invariant Theory
MODULI SPACES AND INVARIANT THEORY JENIA TEVELEV CONTENTS §1. Syllabus 3 §1.1. Prerequisites 3 §1.2. Course description 3 §1.3. Course grading and expectations 4 §1.4. Tentative topics 4 §1.5. Textbooks 4 References 4 §2. Geometry of lines 5 §2.1. Grassmannian as a complex manifold. 5 §2.2. Moduli space or a parameter space? 7 §2.3. Stiefel coordinates. 8 §2.4. Complete system of (semi-)invariants. 8 §2.5. Plücker coordinates. 9 §2.6. First Fundamental Theorem 10 §2.7. Equations of the Grassmannian 11 §2.8. Homogeneous ideal 13 §2.9. Hilbert polynomial 15 §2.10. Enumerative geometry 17 §2.11. Transversality. 19 §2.12. Homework 1 21 §3. Fine moduli spaces 23 §3.1. Categories 23 §3.2. Functors 25 §3.3. Equivalence of Categories 26 §3.4. Representable Functors 28 §3.5. Natural Transformations 28 §3.6. Yoneda’s Lemma 29 §3.7. Grassmannian as a fine moduli space 31 §4. Algebraic curves and Riemann surfaces 37 §4.1. Elliptic and Abelian integrals 37 §4.2. Finitely generated fields of transcendence degree 1 38 §4.3. Analytic approach 40 §4.4. Genus and meromorphic forms 41 §4.5. Divisors and linear equivalence 42 §4.6. Branched covers and Riemann–Hurwitz formula 43 §4.7. Riemann–Roch formula 45 §4.8. Linear systems 45 §5. Moduli of elliptic curves 47 1 2 JENIA TEVELEV §5.1. Curves of genus 1. 47 §5.2. J-invariant 50 §5.3. Monstrous Moonshine 52 §5.4. Families of elliptic curves 53 §5.5. The j-line is a coarse moduli space 54 §5.6. -
Notices of the Ams 421
people.qxp 2/27/01 4:00 PM Page 421 Mathematics People Bigelow and Lindenstrauss The Leonard M. and Eleanor B. Blumenthal Trust for the Advancement of Mathematics was created for the Receive Blumenthal Prize purpose of assisting the Department of Mathematics of the University of Missouri at Columbia, where Leonard The Leonard M. and Eleanor B. Blumenthal Award for the Blumenthal served as professor for many years. Its second Advancement of Research in Pure Mathematics has been awarded to STEPHEN J. BIGELOW of the University of Melbourne purpose is to recognize distinguished achievements and ELON B. LINDENSTRAUSS of Stanford University and the in the field of mathematics through the Leonard M. and Institute for Advanced Study. The awards were presented Eleanor B. Blumenthal Award for the Advancement of at the Joint Mathematics Meetings in New Orleans in January Research in Pure Mathematics, which was originally 2001. funded from the Eleanor B. Blumenthal Trust upon Mrs. Stephen Bigelow was born in September 1971 in Blumenthal’s death on July 12, 1987. Cambridge, England. He received his B.S. degree in 1992 and The Trust, which is administered by the Financial his M.S. degree in 1994, both from the University of Melbourne. He recently received his Ph.D. from the University Management and Trust Services Division of Boone County of California at Berkeley, where he wrote a dissertation National Bank in Columbia, Missouri, pays its net income solving a long-standing open problem in the area of braid to the recipient of the award each year for four years. An groups. -
Child of Vietnam War Wins Top Maths Honour 19 August 2010, by P.S
Child of Vietnam war wins top maths honour 19 August 2010, by P.S. Jayaram Vietnamese-born mathematician Ngo Bao Chau Presented every four years to two, three, or four on Thursday won the maths world's version of a mathematicians -- who must be under 40 years of Nobel Prize, the Fields Medal, cementing a journey age -- the medal comes with a cash prize of 15,000 that has taken him from war-torn Hanoi to the Canadian dollars (14,600 US dollars). pages of Time magazine. The only son of a physicist father and a mother who Ngo, 38, was awarded his medal in a ceremony at was a medical doctor, Ngo's mathematical abilities the International Congress of Mathematicians won him a place, aged 15, in a specialist class of meeting in the southern Indian city of Hyderabad. the Vietnam National University High School. The other three recipients were Israeli In 1988, he won a gold medal at the 29th mathematician Elon Lindenstrauss, Frenchman International Mathematical Olympiad and repeated Cedric Villani and Swiss-based Russian Stanislav the same feat the following year. Smirnov. After high school, he was offered a scholarship by Ngo, who was born in Hanoi in 1972 in the waning the French government to study in Paris. He years of the Vietnam war, was cited for his "brilliant obtained a PhD from the Universite Paris-Sud in proof" of a 30-year-old mathematical conundrum 1997 and became a professor there in 2005. known as the Fundamental Lemma. Earlier this year he became a naturalised French The proof offered a key stepping stone to citizen and accepted a professorship at the establishing and exploring a revolutionary theory University of Chicago.