Elementary Lie Group Analysis and Ordinary Differential Equations

Size: px
Start display at page:

Download "Elementary Lie Group Analysis and Ordinary Differential Equations"

Transcription

1 Elementary Lie Group Analysis and Ordinary Differential Equations Nail H. Ibragimov University of North-West Mmabatho, South Africa JOHN WILEY & SONS Chichester New York Weinheim Brisbane Singapore Toronto

2 Contents Prologue Series Preface Preface xiii xv xvii Part I. Introduction to differential equations 1 1 Model differential equations Introduction Problems from calculus and geometry Integration by quadrature Differential equations for families of curves Minimum surface of revolution Natural phenomena Free fall of a body near the earth Meteoroid A model of rainfall Motion of planets Elementary physics in everyday life Educated farmer Outflow from a funnel Heating and air conditioning Electrical instruments. Equation of van der Pol Mechanical vibrations Collapse of driving shafts Ecology Radioactive decay Population growth Predator and prey Competing species 23 Problems 24

3 vi CONTENTS 2 Elementary methods of integration First-order equations Linear equations. Superposition of solutions Separation of variables. A nonlinear superposition Notation of exterior differential calculus Exact equations Integrating factor Homogeneous equations Equations of the type y' = filx+hj+m) The Riccati equation The Bernoulli equation Higher-order equations Integration of the equation y^ = f(x) Equations F(y, y',..., y (n) ) = 0. Reduction of order General and intermediate integrals F(x, y,y',..., y (n) ) = 0 with F a total derivative The equations y( n > = /(y ( "- 1} ) and y( n > = /(y ( "- 2) ) Equations F(x,t/W,y( fc+1 ),...,2/("))= Linear equations. Method of variation of parameters Linear equations with constant coefficients Systems of first-order linear equations 42 Problems^ 44 3 General properties of solutions Existence and uniqueness theorems Classical solutions. Cauchy's problem The method of successive approximations Systems of first-order equations Higher order equations Analytic solutions. The method of majorants Systems of analytic equations of the first order Example: The exponential map Equations of the first order not solved for y' Equations algebraic in y and y' Equations x = f{y') and y = f(y'). Parametric solutions Lagrange's equation Clairaut's equation. The envelope of the general integral as a singular solution Global behavior of solutions Singularities of first-order equations Equations in the complex domain. Movable and fixed singular points 62 Problems 64

4 CONTENTS 4 Partial differential equations of the first order Notation Equations of the first order and classical solutions Linear, quasi-linear and nonlinear equations Integration of linear equations First integrals of systems of ordinary differential equations Homogeneous linear partial differential equations Non-homogeneous "equations Quasi-linear equations Laplace's method Extension of Laplace's method to many variables Reduction to a homogeneous linear equation Integral surfaces as loci of characteristic curves Nonlinear equations Complete, general and singular integrals Completely integrable systems. The Lagrange-Charpit method Solution of Cauchy's problem via complete integrals Monge's theory of characteristics Example: Light rays as visible characteristics Cauchy's method Hamilton's equations - characteristics of the Hamilton-Jacobi equation Systems of homogeneous linear equations Basic notions Complete systems Integration of complete systems 93 Problems 95 vii Part II: Fundamentals of Lie group analysis 97 5 Gateway to modern group analysis: Historical survey Appearance of groups in the theory of equations Sophus Lie and symmetry analysis of differential equations His life story Symmetry groups, Lie algebras and integration of ordinary differential equations Group classification of differential equations Linearization of second-order equations Nonlinear superposition Tangent transformations Contact transformations and their applications Infinitesimal contact transformations 107

5 viii CONTENTS Higher order tangent transformations: Lie and Backlund's discussion Modern theory of Lie-Backlund transformation groups Applied group analysis Symmetry and conservation laws Restoration of group analysis in the 1960s Ill Invariant and partially invariant solutions Ill Symmetry of fluids New trends Invariance principle in boundary-value problems "Hidden" symmetries, in particular non-local symmetries Approximate symmetries Group theoretic modelling Miscellany 118 Problems Preliminaries on transformations and groups Transformations in elementary mathematics Algebra: Solution of equations Geometry: Similarity and calculation of areas Transformations in M n Changes of coordinates and point transformations 122 x Definition of a group Subgroups A,display of transformation groups Transformations of the straight line Groups in the plane Motions, conformal mappings and other groups in IR Different types of groups: Continuous, discontinuous and mixed. Path curves. Global and local groups 132 Problems Infinitesimal transformations and local groups One-parameter groups Notation and assumptions Definition of a local group Representation of local groups in a canonical parameter Infinitesimal transformations The Lie equations. The exponential map Determination of a canonical parameter Invariants Canonical and semi-canonical variables Three methods of construction of one-parameter groups with known infinitesimal generators 145

6 CONTENTS ix Table of usual one-parameter groups in the plane, their generators, invariants and canonical variables Invariant equations The infinitesimal test ~ Invariant representation of invariant manifolds Examples on Theorem Introduction to Lie algebras Definition of Lie algebras of operators Notation. Table of commutators Subalgebra and ideal Quotient algebra Derived algebras Solvable Lie algebras Isomorphic and similar Lie algebras Non-isomorphic structures and non-similar realizations in the plane of 1, 2, and 3-dimensional Lie algebras Multi-parameter groups: Outline of basic notions Definition Composition via one-parameter groups Basis of invariants Regular and singular invariant manifolds Approximate transformation groups Motivation Notation One-parameter approximate transformation groups Approximate group generator A preparatory lemma Lie equations in the first order of precision The approximate exponential map Examples on the exponential map 179 Problems Calculus of differential algebra Main variables and total derivatives The universal space A of modern group analysis Differential functions and the space A Successive derivatives of differential functions One independent and one differential variable. Faa de Bruno's formula Extended point transformation groups. Contact transformations Transformations of the plane One independent and several differential variables Point transformations involving many variables Properties of extended generators 192

7 CONTENTS Differential invariants. Invariant differentiation Change of derivatives under differential substitutions Infinitesimal contact transformations Irreducible contact transformation groups in the plane Operators and identities in A The Euler-Lagrange operator. Test for a total derivative Lie-Backlund operators Operators N* associated with Lie-Backlund operators The fundamental identity The frame of differential equations 204 Problems 206 Symmetry of differential equations Notation and assumptions Determination of infinitesimal symmetries Two definitions of a symmetry group Determining equations Intrinsic symmetries of mathematical models Samples for solution of determining equations 213 9:3.1 Ordinary differential equations: Theorems on the maximum number of symmetries and examples Extended generators and calculation of symmetries of partial differential equations with two independent variables Solution of the determining equations for a system Determination of equations admitting a given group Contact symmetries Invariant solutions Lie's theory of invariant solutions Inherited symmetries of equations for invariant solutions Approximate symmetries of equations with a small parameter Definition of an approximate symmetry group Determining equations Calculation of infinitesimal approximate symmetries On discontinuous and non-local symmetries Symmetry and conservation laws Principle of least action. Euler-Lagrange equations Differential algebraic proof of Noether's theorem Examples from classical mechanics Derivation of Kepler's laws from symmetries Conservation laws of relativistic mechanics 243 Problems 247

8 CONTENTS xi 10 Invariants of algebraic and differential equations Invariants of algebraic equations Preliminaries Tschirnhausen's transformation. An approach to the Galois group Infinitesimal method Linear ordinary differential equations Preliminaries Infinitesimal method Nonlinear ordinary differential equations Linear partial differential equations The Laplace invariants The Ovsyannikov invariants The Maxwell equations 262 Problems 263 Part III. Basic integration methods First-order equations and systems Integration by using an infinitesimal symmetry Lie's integrating factor Method of canonical variables Group interpretation of variation of parameters Systems admitting nonlinear superposition Superposition formulas for nonlinear systems Main theorem. The Vessiot-Guldberg-Lie algebra Examples Projective interpretation of the Riccati equation Linearizable Riccati equations Decoupling and integration of systems using Vessiot-Guldberg-Lie algebras Application: An invariant solution of nonlinear equations modelling laser systems 279 Problems Second-order equations Reduction of order Canonical variables Invariant differentiation Integration by means of two symmetries Consecutive integration Canonical forms of two-dimensional Lie algebras Lie's integration algorithm 289

9 xii CONTENTS A sample for implementation of the algorithm Application to the non-homogeneous linear equation Lie's linearization test Main theorem Examples Integration using approximate symmetries 299 Problems Higher-order equations Third-order equations Equations admitting a solvable Lie algebra Equations admitting a non-solvable Lie algebra Group theoretical background of Euler's method for linear equations with constant coefficients Symmetries and invariant solutions The case of multiple roots 305 Problems 306 Answers 307 Notes 325 Index 343

Equivalence, Invariants, and Symmetry

Equivalence, Invariants, and Symmetry Equivalence, Invariants, and Symmetry PETER J. OLVER University of Minnesota CAMBRIDGE UNIVERSITY PRESS Contents Preface xi Acknowledgments xv Introduction 1 1. Geometric Foundations 7 Manifolds 7 Functions

More information

Modern Geometric Structures and Fields

Modern Geometric Structures and Fields Modern Geometric Structures and Fields S. P. Novikov I.A.TaJmanov Translated by Dmitry Chibisov Graduate Studies in Mathematics Volume 71 American Mathematical Society Providence, Rhode Island Preface

More information

Introduction to Ordinary Differential Equations with Mathematica

Introduction to Ordinary Differential Equations with Mathematica ALFRED GRAY MICHAEL MEZZINO MARKA. PINSKY Introduction to Ordinary Differential Equations with Mathematica An Integrated Multimedia Approach %JmT} Web-Enhanced Includes CD-ROM TABLE OF CONTENTS Preface

More information

ORDINARY DIFFERENTIAL EQUATIONS AND CALCULUS OF VARIATIONS

ORDINARY DIFFERENTIAL EQUATIONS AND CALCULUS OF VARIATIONS ORDINARY DIFFERENTIAL EQUATIONS AND CALCULUS OF VARIATIONS Book of Problems M. V. Makarets Kiev T. Shevchenko University, Ukraine V. Yu. Reshetnyak Institute of Surface Chemistry, Ukraine.0 World Scientific!

More information

Differential Geometry, Lie Groups, and Symmetric Spaces

Differential Geometry, Lie Groups, and Symmetric Spaces Differential Geometry, Lie Groups, and Symmetric Spaces Sigurdur Helgason Graduate Studies in Mathematics Volume 34 nsffvjl American Mathematical Society l Providence, Rhode Island PREFACE PREFACE TO THE

More information

R. Courant and D. Hilbert METHODS OF MATHEMATICAL PHYSICS Volume II Partial Differential Equations by R. Courant

R. Courant and D. Hilbert METHODS OF MATHEMATICAL PHYSICS Volume II Partial Differential Equations by R. Courant R. Courant and D. Hilbert METHODS OF MATHEMATICAL PHYSICS Volume II Partial Differential Equations by R. Courant CONTENTS I. Introductory Remarks S1. General Information about the Variety of Solutions.

More information

The Essentials of Linear State-Space Systems

The Essentials of Linear State-Space Systems :or-' The Essentials of Linear State-Space Systems J. Dwight Aplevich GIFT OF THE ASIA FOUNDATION NOT FOR RE-SALE John Wiley & Sons, Inc New York Chichester Weinheim OAI HOC OUOC GIA HA N^l TRUNGTAMTHANCTINTHUVIIN

More information

Partial Differential Equations

Partial Differential Equations Partial Differential Equations Analytical Solution Techniques J. Kevorkian University of Washington Wadsworth & Brooks/Cole Advanced Books & Software Pacific Grove, California C H A P T E R 1 The Diffusion

More information

NUMERICAL METHODS FOR ENGINEERING APPLICATION

NUMERICAL METHODS FOR ENGINEERING APPLICATION NUMERICAL METHODS FOR ENGINEERING APPLICATION Second Edition JOEL H. FERZIGER A Wiley-Interscience Publication JOHN WILEY & SONS, INC. New York / Chichester / Weinheim / Brisbane / Singapore / Toronto

More information

FOURIER SERIES, TRANSFORMS, AND BOUNDARY VALUE PROBLEMS

FOURIER SERIES, TRANSFORMS, AND BOUNDARY VALUE PROBLEMS fc FOURIER SERIES, TRANSFORMS, AND BOUNDARY VALUE PROBLEMS Second Edition J. RAY HANNA Professor Emeritus University of Wyoming Laramie, Wyoming JOHN H. ROWLAND Department of Mathematics and Department

More information

Continuous Univariate Distributions

Continuous Univariate Distributions Continuous Univariate Distributions Volume 2 Second Edition NORMAN L. JOHNSON University of North Carolina Chapel Hill, North Carolina SAMUEL KOTZ University of Maryland College Park, Maryland N. BALAKRISHNAN

More information

The Fractional Fourier Transform with Applications in Optics and Signal Processing

The Fractional Fourier Transform with Applications in Optics and Signal Processing * The Fractional Fourier Transform with Applications in Optics and Signal Processing Haldun M. Ozaktas Bilkent University, Ankara, Turkey Zeev Zalevsky Tel Aviv University, Tel Aviv, Israel M. Alper Kutay

More information

MATHEMATICAL STRUCTURES IN CONTINUOUS DYNAMICAL SYSTEMS

MATHEMATICAL STRUCTURES IN CONTINUOUS DYNAMICAL SYSTEMS MATHEMATICAL STRUCTURES IN CONTINUOUS DYNAMICAL SYSTEMS Poisson Systems and complete integrability with applications from Fluid Dynamics E. van Groesen Dept. of Applied Mathematics University oftwente

More information

Analytical Mechanics for Relativity and Quantum Mechanics

Analytical Mechanics for Relativity and Quantum Mechanics Analytical Mechanics for Relativity and Quantum Mechanics Oliver Davis Johns San Francisco State University OXPORD UNIVERSITY PRESS CONTENTS Dedication Preface Acknowledgments v vii ix PART I INTRODUCTION:

More information

Fundamentals of Differential Geometry

Fundamentals of Differential Geometry - Serge Lang Fundamentals of Differential Geometry With 22 luustrations Contents Foreword Acknowledgments v xi PARTI General Differential Theory 1 CHAPTERI Differential Calculus 3 1. Categories 4 2. Topological

More information

AN INTRODUCTION TO THE FRACTIONAL CALCULUS AND FRACTIONAL DIFFERENTIAL EQUATIONS

AN INTRODUCTION TO THE FRACTIONAL CALCULUS AND FRACTIONAL DIFFERENTIAL EQUATIONS AN INTRODUCTION TO THE FRACTIONAL CALCULUS AND FRACTIONAL DIFFERENTIAL EQUATIONS KENNETH S. MILLER Mathematical Consultant Formerly Professor of Mathematics New York University BERTRAM ROSS University

More information

INTRODUCTION TO THE CALCULUS OF VARIATIONS AND ITS APPLICATIONS

INTRODUCTION TO THE CALCULUS OF VARIATIONS AND ITS APPLICATIONS INTRODUCTION TO THE CALCULUS OF VARIATIONS AND ITS APPLICATIONS Frederick Y.M. Wan University of California, Irvine CHAPMAN & HALL I(J)P An International Thomson Publishing Company New York Albany Bonn

More information

ADVANCED ENGINEERING MATHEMATICS

ADVANCED ENGINEERING MATHEMATICS ADVANCED ENGINEERING MATHEMATICS DENNIS G. ZILL Loyola Marymount University MICHAEL R. CULLEN Loyola Marymount University PWS-KENT O I^7 3 PUBLISHING COMPANY E 9 U Boston CONTENTS Preface xiii Parti ORDINARY

More information

A TREATISE ON DIFFERENTIAL EQUATIONS

A TREATISE ON DIFFERENTIAL EQUATIONS A TREATISE ON DIFFERENTIAL EQUATIONS A. R. Forsyth Sixth Edition Dover Publications, Inc. Mineola, New York CONTENTS CHAPTER I. INTBODUCTION. ABT. 1 4. Formation of Differential Equations and character

More information

CALCULUS GARRET J. ETGEN SALAS AND HILLE'S. ' MiIIIIIIH. I '////I! li II ii: ONE AND SEVERAL VARIABLES SEVENTH EDITION REVISED BY \

CALCULUS GARRET J. ETGEN SALAS AND HILLE'S. ' MiIIIIIIH. I '////I! li II ii: ONE AND SEVERAL VARIABLES SEVENTH EDITION REVISED BY \ / / / ' ' ' / / ' '' ' - -'/-' yy xy xy' y- y/ /: - y/ yy y /'}' / >' // yy,y-' 'y '/' /y , I '////I! li II ii: ' MiIIIIIIH IIIIII!l ii r-i: V /- A' /; // ;.1 " SALAS AND HILLE'S

More information

Differential Equations with Mathematica

Differential Equations with Mathematica Differential Equations with Mathematica THIRD EDITION Martha L. Abell James P. Braselton ELSEVIER ACADEMIC PRESS Amsterdam Boston Heidelberg London New York Oxford Paris San Diego San Francisco Singapore

More information

Orbital and Celestial Mechanics

Orbital and Celestial Mechanics Orbital and Celestial Mechanics John P. Vinti Edited by Gim J. Der TRW Los Angeles, California Nino L. Bonavito NASA Goddard Space Flight Center Greenbelt, Maryland Volume 177 PROGRESS IN ASTRONAUTICS

More information

Contents. Part I Vector Analysis

Contents. Part I Vector Analysis Contents Part I Vector Analysis 1 Vectors... 3 1.1 BoundandFreeVectors... 4 1.2 Vector Operations....................................... 4 1.2.1 Multiplication by a Scalar.......................... 5 1.2.2

More information

Differential Equations

Differential Equations Differential Equations Theory, Technique, and Practice George F. Simmons and Steven G. Krantz Higher Education Boston Burr Ridge, IL Dubuque, IA Madison, Wl New York San Francisco St. Louis Bangkok Bogota

More information

CALCULUS SALAS AND HILLE'S REVISED BY GARRET J. ETGEI ONE VARIABLE SEVENTH EDITION ' ' ' ' i! I! I! 11 ' ;' 1 ::: T.

CALCULUS SALAS AND HILLE'S REVISED BY GARRET J. ETGEI ONE VARIABLE SEVENTH EDITION ' ' ' ' i! I! I! 11 ' ;' 1 ::: T. ' ' ' ' i! I! I! 11 ' SALAS AND HILLE'S CALCULUS I ;' 1 1 ONE VARIABLE SEVENTH EDITION REVISED BY GARRET J. ETGEI y.-'' ' / ' ' ' / / // X / / / /-.-.,

More information

Numerical Analysis. A Comprehensive Introduction. H. R. Schwarz University of Zürich Switzerland. with a contribution by

Numerical Analysis. A Comprehensive Introduction. H. R. Schwarz University of Zürich Switzerland. with a contribution by Numerical Analysis A Comprehensive Introduction H. R. Schwarz University of Zürich Switzerland with a contribution by J. Waldvogel Swiss Federal Institute of Technology, Zürich JOHN WILEY & SONS Chichester

More information

Boundary. DIFFERENTIAL EQUATIONS with Fourier Series and. Value Problems APPLIED PARTIAL. Fifth Edition. Richard Haberman PEARSON

Boundary. DIFFERENTIAL EQUATIONS with Fourier Series and. Value Problems APPLIED PARTIAL. Fifth Edition. Richard Haberman PEARSON APPLIED PARTIAL DIFFERENTIAL EQUATIONS with Fourier Series and Boundary Value Problems Fifth Edition Richard Haberman Southern Methodist University PEARSON Boston Columbus Indianapolis New York San Francisco

More information

Differential Equations with Boundary Value Problems

Differential Equations with Boundary Value Problems Differential Equations with Boundary Value Problems John Polking Rice University Albert Boggess Texas A&M University David Arnold College of the Redwoods Pearson Education, Inc. Upper Saddle River, New

More information

LINEAR ALGEBRA AND iroup THEORY FOR PHYSICISTS

LINEAR ALGEBRA AND iroup THEORY FOR PHYSICISTS LINEAR ALGEBRA AND iroup THEORY FOR PHYSICISTS K.N. SRINIVASA RAO Professor of Theoretical Physics (Retd) University of Mysore, Mysore, INDIA JOHN WILEY «SONS NEW YORK CHICHESTER BRISBANE TORONTO SINGAPORE

More information

B.7 Lie Groups and Differential Equations

B.7 Lie Groups and Differential Equations 96 B.7. LIE GROUPS AND DIFFERENTIAL EQUATIONS B.7 Lie Groups and Differential Equations Peter J. Olver in Minneapolis, MN (U.S.A.) mailto:olver@ima.umn.edu The applications of Lie groups to solve differential

More information

Classes of Linear Operators Vol. I

Classes of Linear Operators Vol. I Classes of Linear Operators Vol. I Israel Gohberg Seymour Goldberg Marinus A. Kaashoek Birkhäuser Verlag Basel Boston Berlin TABLE OF CONTENTS VOLUME I Preface Table of Contents of Volume I Table of Contents

More information

Mathematical Theory of Control Systems Design

Mathematical Theory of Control Systems Design Mathematical Theory of Control Systems Design by V. N. Afarias'ev, V. B. Kolmanovskii and V. R. Nosov Moscow University of Electronics and Mathematics, Moscow, Russia KLUWER ACADEMIC PUBLISHERS DORDRECHT

More information

AN INTRODUCTION TO COMPLEX ANALYSIS

AN INTRODUCTION TO COMPLEX ANALYSIS AN INTRODUCTION TO COMPLEX ANALYSIS O. Carruth McGehee A Wiley-Interscience Publication JOHN WILEY & SONS, INC. New York Chichester Weinheim Brisbane Singapore Toronto Contents Preface Symbols and Terms

More information

FUNDAMENTALS OF POLARIZED LIGHT

FUNDAMENTALS OF POLARIZED LIGHT FUNDAMENTALS OF POLARIZED LIGHT A STATISTICAL OPTICS APPROACH Christian Brosseau University of Brest, France A WILEY-INTERSCIENCE PUBLICATION JOHN WILEY & SONS, INC. New York - Chichester. Weinheim. Brisbane

More information

Applied Asymptotic Analysis

Applied Asymptotic Analysis Applied Asymptotic Analysis Peter D. Miller Graduate Studies in Mathematics Volume 75 American Mathematical Society Providence, Rhode Island Preface xiii Part 1. Fundamentals Chapter 0. Themes of Asymptotic

More information

Advanced Mathematical Methods for Scientists and Engineers I

Advanced Mathematical Methods for Scientists and Engineers I Carl M. Bender Steven A. Orszag Advanced Mathematical Methods for Scientists and Engineers I Asymptotic Methods and Perturbation Theory With 148 Figures Springer CONTENTS! Preface xiii PART I FUNDAMENTALS

More information

MATHEMATICAL PHYSICS

MATHEMATICAL PHYSICS Advanced Methods of MATHEMATICAL PHYSICS R.S. Kaushal D. Parashar Alpha Science International Ltd. Contents Preface Abbreviations, Notations and Symbols vii xi 1. General Introduction 1 2. Theory of Finite

More information

Algebraic Curves and Riemann Surfaces

Algebraic Curves and Riemann Surfaces Algebraic Curves and Riemann Surfaces Rick Miranda Graduate Studies in Mathematics Volume 5 If American Mathematical Society Contents Preface xix Chapter I. Riemann Surfaces: Basic Definitions 1 1. Complex

More information

THEORY OF GROUP REPRESENTATIONS AND APPLICATIONS

THEORY OF GROUP REPRESENTATIONS AND APPLICATIONS THEORY OF GROUP REPRESENTATIONS AND APPLICATIONS ASIM 0. BARUT Institute for Theoretical Physics, University of Colorado, Boulder, Colo., U.S.A. RYSZARD RATJZKA Institute for Nuclear Research, Warszawa,

More information

Tyn Myint-U Lokenath Debnath. Linear Partial Differential Equations for Scientists and Engineers. Fourth Edition. Birkhauser Boston Basel Berlin

Tyn Myint-U Lokenath Debnath. Linear Partial Differential Equations for Scientists and Engineers. Fourth Edition. Birkhauser Boston Basel Berlin Tyn Myint-U Lokenath Debnath Linear Partial Differential Equations for Scientists and Engineers Fourth Edition Birkhauser Boston Basel Berlin Preface to the Fourth Edition Preface to the Third Edition

More information

Geometry in a Fréchet Context: A Projective Limit Approach

Geometry in a Fréchet Context: A Projective Limit Approach Geometry in a Fréchet Context: A Projective Limit Approach Geometry in a Fréchet Context: A Projective Limit Approach by C.T.J. Dodson University of Manchester, Manchester, UK George Galanis Hellenic

More information

MATHEMATICS FOR ECONOMISTS. An Introductory Textbook. Third Edition. Malcolm Pemberton and Nicholas Rau. UNIVERSITY OF TORONTO PRESS Toronto Buffalo

MATHEMATICS FOR ECONOMISTS. An Introductory Textbook. Third Edition. Malcolm Pemberton and Nicholas Rau. UNIVERSITY OF TORONTO PRESS Toronto Buffalo MATHEMATICS FOR ECONOMISTS An Introductory Textbook Third Edition Malcolm Pemberton and Nicholas Rau UNIVERSITY OF TORONTO PRESS Toronto Buffalo Contents Preface Dependence of Chapters Answers and Solutions

More information

APPLIED PARTIM DIFFERENTIAL EQUATIONS with Fourier Series and Boundary Value Problems

APPLIED PARTIM DIFFERENTIAL EQUATIONS with Fourier Series and Boundary Value Problems APPLIED PARTIM DIFFERENTIAL EQUATIONS with Fourier Series and Boundary Value Problems Fourth Edition Richard Haberman Department of Mathematics Southern Methodist University PEARSON Prentice Hall PEARSON

More information

Lectures on the Orbit Method

Lectures on the Orbit Method Lectures on the Orbit Method A. A. Kirillov Graduate Studies in Mathematics Volume 64 American Mathematical Society Providence, Rhode Island Preface Introduction xv xvii Chapter 1. Geometry of Coadjoint

More information

The Way of Analysis. Robert S. Strichartz. Jones and Bartlett Publishers. Mathematics Department Cornell University Ithaca, New York

The Way of Analysis. Robert S. Strichartz. Jones and Bartlett Publishers. Mathematics Department Cornell University Ithaca, New York The Way of Analysis Robert S. Strichartz Mathematics Department Cornell University Ithaca, New York Jones and Bartlett Publishers Boston London Contents Preface xiii 1 Preliminaries 1 1.1 The Logic of

More information

Basic Mathematics for Chemists

Basic Mathematics for Chemists Basic Mathematics for Chemists Second Edition Peter Tebbutt JOHN WILEY & SONS Chichester. New York. Weinheim. Brisbane. Singapore. Toronto 2001 Contents Preface to the First Edition xii Preface to the

More information

Analysis II. Bearbeitet von Herbert Amann, Joachim Escher

Analysis II. Bearbeitet von Herbert Amann, Joachim Escher Analysis II Bearbeitet von Herbert Amann, Joachim Escher 1. Auflage 2008. Taschenbuch. xii, 400 S. Paperback ISBN 978 3 7643 7472 3 Format (B x L): 17 x 24,4 cm Gewicht: 702 g Weitere Fachgebiete > Mathematik

More information

Generalized, Linear, and Mixed Models

Generalized, Linear, and Mixed Models Generalized, Linear, and Mixed Models CHARLES E. McCULLOCH SHAYLER.SEARLE Departments of Statistical Science and Biometrics Cornell University A WILEY-INTERSCIENCE PUBLICATION JOHN WILEY & SONS, INC. New

More information

Applied Probability and Stochastic Processes

Applied Probability and Stochastic Processes Applied Probability and Stochastic Processes In Engineering and Physical Sciences MICHEL K. OCHI University of Florida A Wiley-Interscience Publication JOHN WILEY & SONS New York - Chichester Brisbane

More information

MATHEMATICAL ANALYSIS

MATHEMATICAL ANALYSIS MATHEMATICAL ANALYSIS S. C. Malik Savita Arora Department of Mathematics S.G.T.B. Khalsa College University of Delhi Delhi, India JOHN WILEY & SONS NEW YORK CHICHESTER BRISBANE TORONTO SINGAPORE Preface

More information

Continuous Univariate Distributions

Continuous Univariate Distributions Continuous Univariate Distributions Volume 1 Second Edition NORMAN L. JOHNSON University of North Carolina Chapel Hill, North Carolina SAMUEL KOTZ University of Maryland College Park, Maryland N. BALAKRISHNAN

More information

Topics for the Qualifying Examination

Topics for the Qualifying Examination Topics for the Qualifying Examination Quantum Mechanics I and II 1. Quantum kinematics and dynamics 1.1 Postulates of Quantum Mechanics. 1.2 Configuration space vs. Hilbert space, wave function vs. state

More information

Course Outline. Date Lecture Topic Reading

Course Outline. Date Lecture Topic Reading Course Outline Date Lecture Topic Reading Graduate Mathematical Physics Tue 24 Aug Linear Algebra: Theory 744 756 Vectors, bases and components Linear maps and dual vectors Inner products and adjoint operators

More information

Élie Cartan s Theory of Moving Frames

Élie Cartan s Theory of Moving Frames Élie Cartan s Theory of Moving Frames Orn Arnaldsson Department of Mathematics University of Minnesota, Minneapolis Special Topics Seminar, Spring 2014 The Story of Symmetry Felix Klein and Sophus Lie

More information

Symmetry analysis of the cylindrical Laplace equation

Symmetry analysis of the cylindrical Laplace equation Symmetry analysis of the cylindrical Laplace equation Mehdi Nadjafikhah Seyed-Reza Hejazi Abstract. The symmetry analysis for Laplace equation on cylinder is considered. Symmetry algebra the structure

More information

Shigeji Fujita and Salvador V Godoy. Mathematical Physics WILEY- VCH. WILEY-VCH Verlag GmbH & Co. KGaA

Shigeji Fujita and Salvador V Godoy. Mathematical Physics WILEY- VCH. WILEY-VCH Verlag GmbH & Co. KGaA Shigeji Fujita and Salvador V Godoy Mathematical Physics WILEY- VCH WILEY-VCH Verlag GmbH & Co. KGaA Contents Preface XIII Table of Contents and Categories XV Constants, Signs, Symbols, and General Remarks

More information

Integrability approaches to differential equations

Integrability approaches to differential equations XXIV Fall Workshop on Geometry and Physics Zaragoza, CUD, September 2015 What is integrability? On a fairly imprecise first approximation, we say integrability is the exact solvability or regular behavior

More information

ANALYTICAL MECHANICS. LOUIS N. HAND and JANET D. FINCH CAMBRIDGE UNIVERSITY PRESS

ANALYTICAL MECHANICS. LOUIS N. HAND and JANET D. FINCH CAMBRIDGE UNIVERSITY PRESS ANALYTICAL MECHANICS LOUIS N. HAND and JANET D. FINCH CAMBRIDGE UNIVERSITY PRESS Preface xi 1 LAGRANGIAN MECHANICS l 1.1 Example and Review of Newton's Mechanics: A Block Sliding on an Inclined Plane 1

More information

CHAPTER 1 Introduction to Differential Equations 1 CHAPTER 2 First-Order Equations 29

CHAPTER 1 Introduction to Differential Equations 1 CHAPTER 2 First-Order Equations 29 Contents PREFACE xiii CHAPTER 1 Introduction to Differential Equations 1 1.1 Introduction to Differential Equations: Vocabulary... 2 Exercises 1.1 10 1.2 A Graphical Approach to Solutions: Slope Fields

More information

Linear Differential Transformations of the Second Order

Linear Differential Transformations of the Second Order Linear Differential Transformations of the Second Order In: Otakar Borůvka (author); Felix M. Arscott (translator): Linear Differential Transformations of the Second Order. (English). London: The English

More information

ON THE SYMMETRIES OF INTEGRABLE PARTIAL DIFFERENCE EQUATIONS

ON THE SYMMETRIES OF INTEGRABLE PARTIAL DIFFERENCE EQUATIONS Proceedings of the International Conference on Difference Equations, Special Functions and Orthogonal Polynomials, World Scientific (2007 ON THE SYMMETRIES OF INTEGRABLE PARTIAL DIFFERENCE EQUATIONS ANASTASIOS

More information

ABSTRACT ALGEBRA WITH APPLICATIONS

ABSTRACT ALGEBRA WITH APPLICATIONS ABSTRACT ALGEBRA WITH APPLICATIONS IN TWO VOLUMES VOLUME I VECTOR SPACES AND GROUPS KARLHEINZ SPINDLER Darmstadt, Germany Marcel Dekker, Inc. New York Basel Hong Kong Contents f Volume I Preface v VECTOR

More information

Theorem 2. Let n 0 3 be a given integer. is rigid in the sense of Guillemin, so are all the spaces ḠR n,n, with n n 0.

Theorem 2. Let n 0 3 be a given integer. is rigid in the sense of Guillemin, so are all the spaces ḠR n,n, with n n 0. This monograph is motivated by a fundamental rigidity problem in Riemannian geometry: determine whether the metric of a given Riemannian symmetric space of compact type can be characterized by means of

More information

An Introduction to Complex Function Theory

An Introduction to Complex Function Theory Bruce P. Palka An Introduction to Complex Function Theory With 138 luustrations Springer 1 Contents Preface vü I The Complex Number System 1 1 The Algebra and Geometry of Complex Numbers 1 1.1 The Field

More information

Notes on Group Theory Lie Groups, Lie Algebras, and Linear Representations

Notes on Group Theory Lie Groups, Lie Algebras, and Linear Representations Contents Notes on Group Theory Lie Groups, Lie Algebras, and Linear Representations Andrew Forrester January 28, 2009 1 Physics 231B 1 2 Questions 1 2.1 Basic Questions...........................................

More information

EqWorld INDEX.

EqWorld INDEX. EqWorld http://eqworld.ipmnet.ru Exact Solutions > Basic Handbooks > A. D. Polyanin and V. F. Zaitsev, Handbook of Nonlinear Partial Differential Equations, Chapman & Hall/CRC, Boca Raton, 2004 INDEX A

More information

EXACT SOLUTIONS for ORDINARY DIFFERENTIAL EQUATIONS SECOND EDITION

EXACT SOLUTIONS for ORDINARY DIFFERENTIAL EQUATIONS SECOND EDITION HANDBOOK OF EXACT SOLUTIONS for ORDINARY DIFFERENTIAL EQUATIONS SECOND EDITION Andrei D. Polyanin Valentin F. Zaitsev CHAPMAN & HALL/CRC A CRC Press Company Boca Raton London New York Washington, D.C.

More information

Quantum Mechanics: Foundations and Applications

Quantum Mechanics: Foundations and Applications Arno Böhm Quantum Mechanics: Foundations and Applications Third Edition, Revised and Enlarged Prepared with Mark Loewe With 96 Illustrations Springer-Verlag New York Berlin Heidelberg London Paris Tokyo

More information

An Introduction to the Finite Element Method

An Introduction to the Finite Element Method An Introduction to the Finite Element Method Third Edition J. N. REDDY Department 01 Mechanical Engineering Texas A&M University College Station, Texas, USA 77843 11 Boston Burr Ridge, IL Dubuque, IA Madison,

More information

Modern Analysis Series Edited by Chung-Chun Yang AN INTRODUCTION TO COMPLEX ANALYSIS

Modern Analysis Series Edited by Chung-Chun Yang AN INTRODUCTION TO COMPLEX ANALYSIS Modern Analysis Series Edited by Chung-Chun Yang AN INTRODUCTION TO COMPLEX ANALYSIS Classical and Modern Approaches Wolfgang Tutschke Harkrishan L. Vasudeva ««CHAPMAN & HALL/CRC A CRC Press Company Boca

More information

Contents. Preface xi. vii

Contents. Preface xi. vii Preface xi 1. Real Numbers and Monotone Sequences 1 1.1 Introduction; Real numbers 1 1.2 Increasing sequences 3 1.3 Limit of an increasing sequence 4 1.4 Example: the number e 5 1.5 Example: the harmonic

More information

Fisica Matematica. Stefano Ansoldi. Dipartimento di Matematica e Informatica. Università degli Studi di Udine. Corso di Laurea in Matematica

Fisica Matematica. Stefano Ansoldi. Dipartimento di Matematica e Informatica. Università degli Studi di Udine. Corso di Laurea in Matematica Fisica Matematica Stefano Ansoldi Dipartimento di Matematica e Informatica Università degli Studi di Udine Corso di Laurea in Matematica Anno Accademico 2003/2004 c 2004 Copyright by Stefano Ansoldi and

More information

Directional Statistics

Directional Statistics Directional Statistics Kanti V. Mardia University of Leeds, UK Peter E. Jupp University of St Andrews, UK I JOHN WILEY & SONS, LTD Chichester New York Weinheim Brisbane Singapore Toronto Contents Preface

More information

Journal of Asian Scientific Research EXISTENCE AND UNIQUENESS LINEAR PARTIAL DIFFERENTIAL EQUATIONS DEPENDING INITIAL AND BOUNDARY CONDITIONS

Journal of Asian Scientific Research EXISTENCE AND UNIQUENESS LINEAR PARTIAL DIFFERENTIAL EQUATIONS DEPENDING INITIAL AND BOUNDARY CONDITIONS Journal of Asian Scientific Research 013 3(8):786-799 Journal of Asian Scientific Research journal homepage: http://aessweb.com/journal-detail.php?id=5003 EXISTENCE AND UNIQUENESS LINEAR PARTIAL DIFFERENTIAL

More information

Jean-Pierre Escofier. Galois Theory. Translated by Leila Schneps. With 48 Illustrations. Springer

Jean-Pierre Escofier. Galois Theory. Translated by Leila Schneps. With 48 Illustrations. Springer Jean-Pierre Escofier Galois Theory Translated by Leila Schneps With 48 Illustrations Springer Preface v 1 Historical Aspects of the Resolution of Algebraic Equations 1 1.1 Approximating the Roots of an

More information

SOME HYNDON S GENERALIZATIONS TO STARRETT S METHOD OF SOLVING FIRST ORDER ODES BY LIE GROUP SYMMETRY. Z.M. Mwanzia, K.C. Sogomo

SOME HYNDON S GENERALIZATIONS TO STARRETT S METHOD OF SOLVING FIRST ORDER ODES BY LIE GROUP SYMMETRY. Z.M. Mwanzia, K.C. Sogomo SOME HYNDON S GENERALIZATIONS TO STARRETT S METHOD OF SOLVING FIRST ORDER ODES BY LIE GROUP SYMMETRY ZM Mwanzia, KC Sogomo Zablon M Mwanzia, Department of Mathematics, PO Box 536, Egerton zmusyoka@egertonacke

More information

INTRODUCTION TO NUCLEAR AND PARTICLE PHYSICS

INTRODUCTION TO NUCLEAR AND PARTICLE PHYSICS INTRODUCTION TO NUCLEAR AND PARTICLE PHYSICS ASHOK DAS THOMAS FERBEL University of Rochester JOHN WILEY & SONS, INC. NEW YORK CHICHESTER BRISBANE TORONTO SINGAPORE CONTENTS Preface and Introduction Apologies

More information

1. Group Theory Permutations.

1. Group Theory Permutations. 1.1. Permutations. 1. Group Theory Problem 1.1. Let G be a subgroup of S n of index 2. Show that G = A n. Problem 1.2. Find two elements of S 7 that have the same order but are not conjugate. Let π S 7

More information

MULTIVARIABLE CALCULUS, LINEAR ALGEBRA, AND DIFFERENTIAL EQUATIONS

MULTIVARIABLE CALCULUS, LINEAR ALGEBRA, AND DIFFERENTIAL EQUATIONS T H I R D E D I T I O N MULTIVARIABLE CALCULUS, LINEAR ALGEBRA, AND DIFFERENTIAL EQUATIONS STANLEY I. GROSSMAN University of Montana and University College London SAUNDERS COLLEGE PUBLISHING HARCOURT BRACE

More information

Patrick Iglesias-Zemmour

Patrick Iglesias-Zemmour Mathematical Surveys and Monographs Volume 185 Diffeology Patrick Iglesias-Zemmour American Mathematical Society Contents Preface xvii Chapter 1. Diffeology and Diffeological Spaces 1 Linguistic Preliminaries

More information

SOLID STATE PHYSICS. Second Edition. John Wiley & Sons. J. R. Hook H. E. Hall. Department of Physics, University of Manchester

SOLID STATE PHYSICS. Second Edition. John Wiley & Sons. J. R. Hook H. E. Hall. Department of Physics, University of Manchester SOLID STATE PHYSICS Second Edition J. R. Hook H. E. Hall Department of Physics, University of Manchester John Wiley & Sons CHICHESTER NEW YORK BRISBANE TORONTO SINGAPORE Contents Flow diagram Inside front

More information

Contents. Preface for the Instructor. Preface for the Student. xvii. Acknowledgments. 1 Vector Spaces 1 1.A R n and C n 2

Contents. Preface for the Instructor. Preface for the Student. xvii. Acknowledgments. 1 Vector Spaces 1 1.A R n and C n 2 Contents Preface for the Instructor xi Preface for the Student xv Acknowledgments xvii 1 Vector Spaces 1 1.A R n and C n 2 Complex Numbers 2 Lists 5 F n 6 Digression on Fields 10 Exercises 1.A 11 1.B Definition

More information

Control Theory and its Applications

Control Theory and its Applications Control Theory and its Applications E.O. Roxin The University of Rhode Island USA GORDON AND BREACH SCIENCE PUBLISHERS Australia Canada. China France Germany India. Japan Luxembourg Malaysia The Netherlands.

More information

CONTENTS. Preface Preliminaries 1

CONTENTS. Preface Preliminaries 1 Preface xi Preliminaries 1 1 TOOLS FOR ANALYSIS 5 1.1 The Completeness Axiom and Some of Its Consequences 5 1.2 The Distribution of the Integers and the Rational Numbers 12 1.3 Inequalities and Identities

More information

Vibration Dynamics and Control

Vibration Dynamics and Control Giancarlo Genta Vibration Dynamics and Control Spri ringer Contents Series Preface Preface Symbols vii ix xxi Introduction 1 I Dynamics of Linear, Time Invariant, Systems 23 1 Conservative Discrete Vibrating

More information

DIFFERENTIAL EQUATIONS, DYNAMICAL SYSTEMS, AND AN INTRODUCTION TO CHAOS

DIFFERENTIAL EQUATIONS, DYNAMICAL SYSTEMS, AND AN INTRODUCTION TO CHAOS DIFFERENTIAL EQUATIONS, DYNAMICAL SYSTEMS, AND AN INTRODUCTION TO CHAOS Morris W. Hirsch University of California, Berkeley Stephen Smale University of California, Berkeley Robert L. Devaney Boston University

More information

PARTIAL DIFFERENTIAL EQUATIONS

PARTIAL DIFFERENTIAL EQUATIONS MATHEMATICAL METHODS PARTIAL DIFFERENTIAL EQUATIONS I YEAR B.Tech By Mr. Y. Prabhaker Reddy Asst. Professor of Mathematics Guru Nanak Engineering College Ibrahimpatnam, Hyderabad. SYLLABUS OF MATHEMATICAL

More information

Mathematical Methods for Engineers and Scientists 1

Mathematical Methods for Engineers and Scientists 1 K.T. Tang Mathematical Methods for Engineers and Scientists 1 Complex Analysis, Determinants and Matrices With 49 Figures and 2 Tables fyj Springer Part I Complex Analysis 1 Complex Numbers 3 1.1 Our Number

More information

Nonlinear Problems of Elasticity

Nonlinear Problems of Elasticity Stuart S. Antman Nonlinear Problems of Elasticity With 105 Illustrations Springer-Verlag New York Berlin Heidelberg London Paris Tokyo Hong Kong Barcelona Budapest Contents Preface vn Chapter I. Background

More information

Progress in Mathematics Vol. 25. Edited by J. Coates and S. Helgason. Springer Science+ Business Media, LLC

Progress in Mathematics Vol. 25. Edited by J. Coates and S. Helgason. Springer Science+ Business Media, LLC Progress in Mathematics Vol. 25 Edited by J. Coates and S. Helgason Springer Science+ Business Media, LLC Phillip A. Griffiths Exterior Differential Systems and the Calculus of Variations 1983 Springer

More information

COMPLEX VARIABLES. Principles and Problem Sessions YJ? A K KAPOOR. University of Hyderabad, India. World Scientific NEW JERSEY LONDON

COMPLEX VARIABLES. Principles and Problem Sessions YJ? A K KAPOOR. University of Hyderabad, India. World Scientific NEW JERSEY LONDON COMPLEX VARIABLES Principles and Problem Sessions A K KAPOOR University of Hyderabad, India NEW JERSEY LONDON YJ? World Scientific SINGAPORE BEIJING SHANGHAI HONG KONG TAIPEI CHENNAI CONTENTS Preface vii

More information

Linear Models in Statistics

Linear Models in Statistics Linear Models in Statistics ALVIN C. RENCHER Department of Statistics Brigham Young University Provo, Utah A Wiley-Interscience Publication JOHN WILEY & SONS, INC. New York Chichester Weinheim Brisbane

More information

Lie Theory of Differential Equations and Computer Algebra

Lie Theory of Differential Equations and Computer Algebra Seminar Sophus Lie 1 (1991) 83 91 Lie Theory of Differential Equations and Computer Algebra Günter Czichowski Introduction The aim of this contribution is to show the possibilities for solving ordinary

More information

Symmetries and solutions of field equations of axion electrodynamics

Symmetries and solutions of field equations of axion electrodynamics Symmetries and solutions of field equations of axion electrodynamics Oksana Kuriksha Petro Mohyla Black Sea State University, 10, 68 Desantnukiv Street, 54003 Mukolaiv, UKRAINE Abstract The group classification

More information

Symmetry Solutions of a Third-Order Ordinary Differential Equation which Arises from Prandtl Boundary Layer Equations

Symmetry Solutions of a Third-Order Ordinary Differential Equation which Arises from Prandtl Boundary Layer Equations Journal of Nonlinear Mathematical Physics Volume 15, Supplement 1 (2008), 179 191 Article Symmetry Solutions of a Third-Order Ordinary Differential Equation which Arises from Prandtl Boundary Layer Equations

More information

As always, the story begins with Riemann surfaces or just (real) surfaces. (As we have already noted, these are nearly the same thing).

As always, the story begins with Riemann surfaces or just (real) surfaces. (As we have already noted, these are nearly the same thing). An Interlude on Curvature and Hermitian Yang Mills As always, the story begins with Riemann surfaces or just (real) surfaces. (As we have already noted, these are nearly the same thing). Suppose we wanted

More information

Numerical Methods with MATLAB

Numerical Methods with MATLAB Numerical Methods with MATLAB A Resource for Scientists and Engineers G. J. BÖRSE Lehigh University PWS Publishing Company I(T)P AN!NTERNATIONAL THOMSON PUBLISHING COMPANY Boston Albany Bonn Cincinnati

More information

ENGINEERING MATHEMATICS

ENGINEERING MATHEMATICS A TEXTBOOK OF ENGINEERING MATHEMATICS For B.Sc. (Engg.), B.E., B. Tech., M.E. and Equivalent Professional Examinations By N.P. BALI Formerly Principal S.B. College, Gurgaon Haryana Dr. MANISH GOYAL M.Sc.

More information

WILEY. Differential Equations with MATLAB (Third Edition) Brian R. Hunt Ronald L. Lipsman John E. Osborn Jonathan M. Rosenberg

WILEY. Differential Equations with MATLAB (Third Edition) Brian R. Hunt Ronald L. Lipsman John E. Osborn Jonathan M. Rosenberg Differential Equations with MATLAB (Third Edition) Updated for MATLAB 2011b (7.13), Simulink 7.8, and Symbolic Math Toolbox 5.7 Brian R. Hunt Ronald L. Lipsman John E. Osborn Jonathan M. Rosenberg All

More information

LIE GROUP ANALYSIS. Edited by Nail H. Ibragimov. ALGA Publications

LIE GROUP ANALYSIS. Edited by Nail H. Ibragimov. ALGA Publications LIE GROUP ANALYSIS CLASSICAL HERITAGE Edited by Nail H. Ibragimov ALGA Publications LIE GROUP ANALYSIS CLASSICAL HERITAGE Edited by Nail H. Ibragimov Translated by Nail H. Ibragimov Elena D. Ishmakova

More information