Invariant Functions and Hamiltonian Flows of Surface Group Representations
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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. -
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. -
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. -
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. -
The Decomposition Theorem, Perverse Sheaves and the Topology Of
The decomposition theorem, perverse sheaves and the topology of algebraic maps Mark Andrea A. de Cataldo and Luca Migliorini∗ Abstract We give a motivated introduction to the theory of perverse sheaves, culminating in the decomposition theorem of Beilinson, Bernstein, Deligne and Gabber. A goal of this survey is to show how the theory develops naturally from classical constructions used in the study of topological properties of algebraic varieties. While most proofs are omitted, we discuss several approaches to the decomposition theorem, indicate some important applications and examples. Contents 1 Overview 3 1.1 The topology of complex projective manifolds: Lefschetz and Hodge theorems 4 1.2 Families of smooth projective varieties . ........ 5 1.3 Singular algebraic varieties . ..... 7 1.4 Decomposition and hard Lefschetz in intersection cohomology . 8 1.5 Crash course on sheaves and derived categories . ........ 9 1.6 Decomposition, semisimplicity and relative hard Lefschetz theorems . 13 1.7 InvariantCycletheorems . 15 1.8 Afewexamples.................................. 16 1.9 The decomposition theorem and mixed Hodge structures . ......... 17 1.10 Historicalandotherremarks . 18 arXiv:0712.0349v2 [math.AG] 16 Apr 2009 2 Perverse sheaves 20 2.1 Intersection cohomology . 21 2.2 Examples of intersection cohomology . ...... 22 2.3 Definition and first properties of perverse sheaves . .......... 24 2.4 Theperversefiltration . .. .. .. .. .. .. .. 28 2.5 Perversecohomology .............................. 28 2.6 t-exactness and the Lefschetz hyperplane theorem . ...... 30 2.7 Intermediateextensions . 31 ∗Partially supported by GNSAGA and PRIN 2007 project “Spazi di moduli e teoria di Lie” 1 3 Three approaches to the decomposition theorem 33 3.1 The proof of Beilinson, Bernstein, Deligne and Gabber . -
Fundamental Theorems in Mathematics
SOME FUNDAMENTAL THEOREMS IN MATHEMATICS OLIVER KNILL Abstract. An expository hitchhikers guide to some theorems in mathematics. Criteria for the current list of 243 theorems are whether the result can be formulated elegantly, whether it is beautiful or useful and whether it could serve as a guide [6] without leading to panic. The order is not a ranking but ordered along a time-line when things were writ- ten down. Since [556] stated “a mathematical theorem only becomes beautiful if presented as a crown jewel within a context" we try sometimes to give some context. Of course, any such list of theorems is a matter of personal preferences, taste and limitations. The num- ber of theorems is arbitrary, the initial obvious goal was 42 but that number got eventually surpassed as it is hard to stop, once started. As a compensation, there are 42 “tweetable" theorems with included proofs. More comments on the choice of the theorems is included in an epilogue. For literature on general mathematics, see [193, 189, 29, 235, 254, 619, 412, 138], for history [217, 625, 376, 73, 46, 208, 379, 365, 690, 113, 618, 79, 259, 341], for popular, beautiful or elegant things [12, 529, 201, 182, 17, 672, 673, 44, 204, 190, 245, 446, 616, 303, 201, 2, 127, 146, 128, 502, 261, 172]. For comprehensive overviews in large parts of math- ematics, [74, 165, 166, 51, 593] or predictions on developments [47]. For reflections about mathematics in general [145, 455, 45, 306, 439, 99, 561]. Encyclopedic source examples are [188, 705, 670, 102, 192, 152, 221, 191, 111, 635]. -
Lecture 8: More Characteristic Classes and the Thom Isomorphism We
Lecture 8: More characteristic classes and the Thom isomorphism We begin this lecture by carrying out a few of the exercises in Lecture 1. We take advantage of the fact that the Chern classes are stable characteristic classes, which you proved in Exercise 7.71 from the Whitney sum formula. We also give a few more computations. Then we turn to the Euler class, which is decidedly unstable. We approach it via the Thom class of an oriented real vector bundle. We introduce the Thom complex of a real vector bundle. This construction plays an important role in the course. In lecture I did not prove the existence of the Thom class of an oriented real vector bundle. Here I do so—and directly prove the basic Thom isomorphism theorem—when the base is a CW complex. It follows from Morse theory that a smooth manifold is a CW complex, something we may prove later in the course. I need to assume the theorem that a vector bundle over a contractible base (in this case a closed ball) is trivializable. For a smooth bundle this follows immediately from Proposition 7.3. The book [BT] is an excellent reference for this lecture, especially Chapter IV. Elementary computations with Chern classes (8.1) Stable tangent bundle of projective space. We begin with a stronger version of Proposi- tion 7.51. Recall the exact sequence (7.54) of vector bundles over CPn. Proposition 8.2. The tangent bundle of CPn is stably equivalent to (S∗)⊕(n+1). Proof. The exact sequence (7.54) shows that Q ⊕ S =∼ Cn+1. -
The Cohomology Ring of the Real Locus of the Moduli Space of Stable Curves of Genus 0 with Marked Points
ANNALS OF MATHEMATICS The cohomology ring of the real locus of the moduli space of stable curves of genus 0 with marked points By Pavel Etingof, Andre´ Henriques, Joel Kamnitzer, and Eric M. Rains SECOND SERIES, VOL. 171, NO. 2 March, 2010 anmaah Annals of Mathematics, 171 (2010), 731–777 The cohomology ring of the real locus of the moduli space of stable curves of genus 0 with marked points By PAVEL ETINGOF, ANDRÉ HENRIQUES, JOEL KAMNITZER, and ERIC M. RAINS Abstract We compute the Poincaré polynomial and the cohomology algebra with rational coefficients of the manifold Mn of real points of the moduli space of algebraic curves of genus 0 with n labeled points. This cohomology is a quadratic algebra, and we conjecture that it is Koszul. We also compute the 2-local torsion in the cohomology of Mn. As was shown by the fourth author, the cohomology of Mn does not have odd torsion, so that the above determines the additive structure of the integral homology and cohomology. Further, we prove that the rational homology operad of Mn is the operad of 2-Gerstenhaber algebras, which is closely related to the Hanlon-Wachs operad of 2-Lie algebras (generated by a ternary bracket). Finally, using Drinfeld’s theory of quantization of coboundary Lie quasibialgebras, we show that a large series of representations of the quadratic dual Lie algebra Ln of H .Mn; Q/ (associated to such quasibialgebras) factors through the the natural projection of Ln to the associated graded Lie algebra of the prounipotent completion of the fundamental group of Mn. -
15. Eigenvalues, Eigenvectors Invariant Directions
15. Eigenvalues, Eigenvectors Matrix of a Linear Transformation Consider a linear transformation L : ! ! ! ! 1 a 0 b 2 ! 2. Suppose we know that L = and L = . Then R R 0 c 1 d ! x because of linearity, we can determine what L does to any vector : y ! ! ! ! ! ! ! ! x 1 0 1 0 a b ax + by L = L(x +y ) = xL +yL = x +y = : y 0 1 0 1 c d cx + dy ! x Now notice that for any vector , we have y ! ! ! ! a b x ax + by x = = L : c d y cx + dy y ! a b Then the matrix acts by matrix multiplication in the same way c d ! ! 1 0 that L does. Call this matrix the matrix of L in the \basis" f ; g. 0 1 2 2 Since every linear function from R ! R can be given a matrix in this way, we see that every such linear function has a matrix in the basis ! ! 1 0 f ; g. We will revisit this idea, and develop the notion of a ba- 0 1 sis further, and learn about how to make a matrix for an arbitrary linear n m transformation R ! R in an arbitrary basis. Invariant Directions ! ! ! 1 −4 0 Consider the linear transformation L such that L = and L = 0 −10 1 ! ! 3 −4 3 , so that the matrix of L is . Recall that a vector is a direc- 7 −10 7 ! ! 1 0 tion and a magnitude; L applied to or changes both the direction 0 1 and the magnitude of the vectors given to it. -
Thin Compactifications and Relative Fundamental Classes
THIN COMPACTIFICATIONS AND RELATIVE FUNDAMENTAL CLASSES ELENY-NICOLETA IONEL AND THOMAS H. PARKER Abstract. We define a notion of relative fundamental class that applies to moduli spaces in gauge theory and in symplectic Gromov{Witten theory. For universal moduli spaces over a parameter space, the relative fundamental class specifies an element of the Cechˇ homology of the compactification of each fiber; it is defined if the compactification is \thin" in the sense that the boundary of the generic fiber has homological codimension at least two. The moduli spaces that occur in gauge theories and in symplectic Gromov{Witten theory are often orbifolds that can be compactified by adding \boundary strata" of lower dimension. Often, it is straightforward to prove that each stratum is a manifold, but more difficult to prove \collar theorems" that describe how these strata fit together. The lack of collar theorems is an impediment to applying singular homology to the compactified moduli space, and in particular to defining its fundamental homology class. The purpose of this paper is to show that collar theorems are not needed to define a (relative) fundamental class as an element of Cechˇ homology for families of appropriately compactified manifolds. One can distinguish two types of homology theories. Type I theories, exemplified by singular homology, are based on finite chains and are functorial under continuous maps. Type II theories, exemplified by Borel-Moore singular homology, are based on locally finite (possibly infinite) chains, and are functorial under proper continuous maps. We will use two theories of the second type: (type II) Steenrod homology sH and (type II) Cechˇ homology Hˇ . -
Symmetry Reductions and Invariant Solutions of Four Nonlinear Differential Equations
mathematics Article l-Symmetry and m-Symmetry Reductions and Invariant Solutions of Four Nonlinear Differential Equations Yu-Shan Bai 1,2,*, Jian-Ting Pei 1 and Wen-Xiu Ma 2,3,4,5,* 1 Department of Mathematics, Inner Mongolia University of Technology, Hohhot 010051, China; [email protected] 2 Department of Mathematics and Statistics, University of South Florida, Tampa, FL 33620-5700, USA 3 Department of Mathematics, Zhejiang Normal University, Jinhua 321004, China 4 Department of Mathematics, King Abdulaziz University, Jeddah 21589, Saudi Arabia 5 School of Mathematics, South China University of Technology, Guangzhou 510640, China * Correspondence: [email protected] (Y.-S.B.); [email protected] (W.-X.M.) Received: 9 June 2020; Accepted: 9 July 2020; Published: 12 July 2020 Abstract: On one hand, we construct l-symmetries and their corresponding integrating factors and invariant solutions for two kinds of ordinary differential equations. On the other hand, we present m-symmetries for a (2+1)-dimensional diffusion equation and derive group-reductions of a first-order partial differential equation. A few specific group invariant solutions of those two partial differential equations are constructed. Keywords: l-symmetries; m-symmetries; integrating factors; invariant solutions 1. Introduction Lie symmetry method is a powerful technique which can be used to solve nonlinear differential equations algorithmically, and there are many such examples in mathematics, physics and engineering [1,2]. If an nth-order ordinary differential equation (ODE) that admits an n-dimensional solvable Lie algebra of symmetries, then a solution of the ODE, involving n arbitrary constants, can be constructed successfully by quadrature.