Local Bifurcations, Center Manifolds, and Normal Forms in Infinite-Dimensional Dynamical Systems

Size: px
Start display at page:

Download "Local Bifurcations, Center Manifolds, and Normal Forms in Infinite-Dimensional Dynamical Systems"

Transcription

1 Local Bifurcations, Center Manifolds, and Normal Forms in Infinite-Dimensional Dynamical Systems

2 Universitext For other titles published in this series, go to

3 Mariana Haragus Gérard Iooss Local Bifurcations, Center Manifolds, and Normal Forms in Infinite-Dimensional Dynamical Systems

4 Mariana Haragus Université de Franche-Comté Laboratoire de Mathématiques Besançon Cedex France Gérard Iooss IUF, Université de Nice Laboratoire J.A.Dieudonné Nice Cedex 02 France Editorial board: Sheldon Axler, San Francisco State University Vincenzo Capasso, Universitá degli Studi di Milano Carles Casacuberta, Universitat de Barcelona Angus Macintyre, Queen Mary, University of London Kenneth Ribet, University of California, Berkeley Claude Sabbah, CNRS, École Polytechnique Endre Süli, University of Oxford Wojbor Woyczynski, Case Western Reserve University A co-publication with EDP Sciences, France, licensed for sale in all countries outside of France. Sold and distributed within France by EDP Sciences, 17, av. du Hoggar F Les Ulis, France EDP Sciences ISBN ISBN e-isbn DOI / Springer London Dordrecht Heidelberg New York British Library Cataloguing in Publication Data A catalogue record for this book is available from the British Library Library of Congress Control Number: Mathematics Subject Classification (2010): 34C20, 34C37, 34C45, 35B32, 35C07, 35Q35, 37G40, 37L10, 76B15, 76D05 EDP Sciences 2011 Apart from any fair dealing for the purposes of research or private study, or criticism or review, as permitted under the Copyright, Designs and Patents Act 1988, this publication may only be reproduced, stored or transmitted, in any form or by any means, with the prior permission in writing of the publishers, or in the case of reprographic reproduction in accordance with the terms of licenses issued by the Copyright Licensing Agency. Enquiries concerning reproduction outside those terms should be sent to the publishers. The use of registered names, trademarks, etc., in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant laws and regulations and therefore free for general use. The publisher makes no representation, express or implied, with regard to the accuracy of the information contained in this book and cannot accept any legal responsibility or liability for any errors or omissions that may be made. Cover design: deblik Printed on acid-free paper Springer is part of Springer Science+Business Media (

5 Preface This book is an extension of different lectures given by the authors during many years at the University of Nice, at the University of Stuttgart in 1990, and the University of Bordeaux in 2000 and Large parts of the first four chapters are of master level and contain various examples and exercises, partly posed at exams. However, the infinite-dimensional set-up in Chapter 2 requires several tools and results from the theory of linear operators. A brief description of these tools and results is given in Appendix A. Bifurcation theory forms the object of many different books over the past 30 years. We refer, for instance, to [4, 58, 17, 38, 29, 30, 39, 51, 110, 84, 16, 10, 79]for some references covering various topics, going from elementary local bifurcations to global bifurcations and applications to partial differential equations. In this book we restrict our attention to the study of local bifurcations. Starting with the simplest bifurcation problems arising for ordinary differential equations in one and two dimensions, the purpose of this book is to describe several tools from the theory of infinite-dimensional dynamical systems, allowing to treat more complicated bifurcation problems, as for instance bifurcations arising in partial differential equations. Such tools are extensively used to solve concrete problems arising in physics and natural sciences. In a parameter-dependent physical system, for example, modelized by a differential equation, the presence of a bifurcation corresponds to a topological change in the structure of the solution set (which may break its symmetry in the case of a system invariant under some symmetry group). Such a change may imply the occurrence of new solutions, or the disappearance of certain solutions, or may indicate a change of stability of certain solutions. Local bifurcation theory allows one to detect solutions and to describe their geometric (including symmetries) and dynamic properties. During the last decades the use of bifurcation theory, and in particular of the methods presented in this book, led to significant progress in the understanding of nonlinear phenomena in partial differential equations, including hydrodynamic problems, structural mechanics, but also pattern formation, population dynamics, or questions in biophysics. For instance, in the classical Couette Taylor problem describing flows between two coaxial rotating cylinders (briefly presented in Secv

6 vi Preface tion 5.1.2), the theory was not only a qualitative one, but also sufficiently quantitative to allow prediction of numerical values of the parameters, where new flows, such as ribbons, were expected to be observed. These were indeed later observed experimentally [117]. This predictive power of the local theory appeared again in water wave theory, where new forms of solitary waves, with damping oscillations at infinity, were found (see Section 5.2.1), or in the propagation of interfaces between metastable states, where new types of fronts were constructed (see Section 5.2.2). In this book we focus on two specific methods that arise in the analysis of local bifurcations in infinite-dimensional systems, namely the center manifold reduction and the normal form theory. Center manifolds provide a powerful method of analysis of such systems, as they allow one to reduce, under certain conditions, the infinite-dimensional dynamics near a bifurcation point to a finite-dimensional dynamics, described by a system of ordinary differential equations. An efficient way of studying the resulting reduced systems is with the help of normal form theory, which consists in suitably transforming a nonlinear system, in order to keep only the relevant nonlinear terms and to allow easier recognition of its dynamics. The combination of these two methods led over the recent years to significant progress in the understanding of various problems arising in applied sciences, and in particular in the study of nonlinear waves. A common feature of many of these problems is the presence of symmetries, as for instance reversibility symmetries. It turns out that both the center manifold reduction and the normal form transformations preserve symmetries, allowing then an efficient treatment of such problems. In addition, they provide a detailed comprehensive study near a singularity in the solution set of the system, which might also orient a numerical treatment of such problems. The book is organized as follows. We start in Chapter 1 with a presentation of the simplest bifurcations for one- and two-dimensional ordinary differential equations: saddle-node, pitchfork, Hopf, and steady bifurcations in the presence of a simple symmetry group. The purpose of this particular choice is to also introduce the reader to some of the techniques and notations used in the next chapters. Chapter 2 is devoted to the center manifold theory. This is the core tool used all throughout this book. We present the center manifold reduction for infinite-dimensional systems, together with simple examples and exercises illustrating the variety of possible applications. The aim is to allow readers who are not familiar with the subject to use this reduction method simply by checking some clear assumptions. Chapter 3 is concerned with the normal form theory. In particular, we show how to systematically compute the normal forms in concrete situations. We illustrate the general theory on different bifurcation problems, for which we provide explicit formulas for the normal form, allowing one to obtain quantitative results for the resulting systems. In Chapter 4 the normal form theory is applied to the study of reversible bifurcations, which appear to be of particular importance in applications, as this is shown in Chapter 5. We focus on bifurcations of codimension 1, i.e., bifurcations involving a single parameter, which arise generically for systems in dimensions 2, 3, and 4. In all cases, we give the normal forms and collect some known facts on their dynamics. Finally, in Chapter 5 we present some applications of the methods described

7 Preface vii in the previous chapters. Without going into detail, for which we refer to the literature, we discuss hydrodynamic instabilities arising in the Couette Taylor and the Bénard Rayleigh convection problems and the questions of existence of traveling water waves, of almost planar waves in reaction-diffusion systems, and of traveling waves in lattices. The proofs (few being original) of some of the results in Chapters 2 and 3, and some of the normal form calculations in Chapters 3 and 4, are given in the Appendix. The Appendix is completed by a brief collection of results from the theory of linear operators used in Chapters 2, 3, and 5, and a short introduction to basic Sobolev spaces. Historical Remark Many authors refer to the work of C. G. J. Jacobi from 1834, on equilibria of selfgravitating rotating ellipsoids [71], as a first reference in the field of bifurcation theory. However, it seems that the first serious works on bifurcation problems were by Archimedes and Apollonios over 200 years BCE. Archimedes studied the equilibria of a floating paraboloid of revolution [107]. In today s terminology his results would correspond to a pitchfork bifurcation which breaks a flip symmetry, or to a steady bifurcation with O(2) symmetry, when taking into account the invariance under rotations about the paraboloid axis. Apollonios studied the extrema of the length of segments joining a point of the plane to a given conic [74]. The number of solutions changes from one to three in crossing the envelope of the normals to the conic. Here again, due to the symmetry of the conic, we have an example of a pitchfork bifurcation. Finally, it seems that the French word bifurcation was introduced by Poincaré in 1885 [103]. Notational Remark We adopt Arnold s notation [4] to distinguish classes of real matrices L with the same Jordan form by indicating the eigenvalues of L and the length of their Jordan chain (e.g., iω when L has a pair of simple complex eigenvalues ±iω, 0 2 when L has a double zero eigenvalue with a Jordan block of length 2, (iω 1 )(iω 2 ) when L has two pairs of complex eigenvalues ±iω 1 and ±iω 2, and so on). Remark on Numbering Each of the five chapters of this book is numbered with Arabic numerals. Sections and subsections are numbered within chapters. The sections are identified by two numbers, the number of the chapter and the number of the section in the chapter (e.g., Section 1.2 is the second section in Chapter 1). The subsections are identified by three numbers, the number of the chapter, the number of the section, and the

8 viii Preface number of the subsection (e.g., Section is the first subsection in Section 1.2 of Chapter 1). Equations are numbered within sections and identified by only two numbers: the number of the section inside the chapter (omitting the number of the chapter), and the number of the equation inside the section (e.g., equation (2.1) is the first equation in the second section of the current chapter). When referring to an equation, we only give the number, e.g., equation (2.1), if the equation is in the current chapter, but also mention the number of the chapter if the equation is in a different chapter, e.g., equation (2.1) in Chapter 2. Definitions, hypotheses, theorems, lemmas, corollaries, remarks, and exercises are numbered together within sections, and identified by two numbers, just as the equations. Figures are numbered independently within sections and identified also by two numbers, just as equations. Acknowledgements The authors gratefully acknowledge the Centre International de Rencontres Mathématiques in Luminy, France, for hosting them in the context of the Research in Pairs program during two weeks in February 2008, at the beginning of this work. We express very warm thanks to Klaus Kirchgässner for his seminal works which were the germ of a large part of this book (Chapters 2 and 4). Both authors kindly received from Klaus continuous invaluable encouragements during the past decades. We thank Pascal Chossat for his encouragements and support during the preparation of this book and Pierre Coullet and Alain Joets for attracting our attention to Archimedes and Apollonios works. Besançon and Nice, March 2009 Mariana Haragus Gérard Iooss

9 Contents 1 Elementary Bifurcations BifurcationsinDimension Saddle-Node Bifurcation PitchforkBifurcation BifurcationsinDimension HopfBifurcation Example: Homogeneous Brusselator Hopf Bifurcation with SO(2) Symmetry Steady Bifurcation with O(2) Symmetry Center Manifolds Notations Local Center Manifolds Hypotheses MainResult Checking Hypothesis Examples ParticularCasesandExtensions Parameter-Dependent Center Manifolds Nonautonomous Center Manifolds Symmetries and Reversibility Empty Unstable Spectrum FurtherExamplesandExercises AFourthOrderODE Burgers Model Swift Hohenberg Equation Brusselator Model Elliptic PDE in a Strip ix

10 x Contents 3 Normal Forms Main Theorem Proof of Theorem Examples in Dimension 2: iω, Examples in Dimension 3: 0(iω), Examples in Dimension 4: (iω 1 )(iω 2 ), (iω) 2,0 2 (iω), Parameter-Dependent Normal Forms MainResult Linear Normal Forms Derivation of the Parameter-Dependent Normal Form Example: 0 2 NormalFormwithParameters Symmetries and Reversibility EquivariantVectorFields ReversibleVectorFields Example:vanderPolSystem Normal Forms for Reduced Systems on Center Manifolds ComputationofCenterManifoldsandNormalForms Example1:HopfBifurcation Example 2: Hopf Bifurcations with Symmetries Example 3: Takens Bogdanov Bifurcation Example 4: (iω 1 )(iω 2 ) bifurcation FurtherNormalForms Time-PeriodicNormalForms Example: Periodically Forced Hopf Bifurcation Normal Forms for Analytic Vector Fields Reversible Bifurcations Dimension Reversible Takens Bogdanov Bifurcation Reversible Takens Bogdanov Bifurcation Dimension Reversible 0 3+ Bifurcation Reversible 0 3 Bifurcation(Elements) Reversible 00 2 Bifurcation(Elements) Reversible 0(iω) Bifurcation(Elements) Dimension Reversible 0 2+ (iω) Bifurcation Reversible 0 2 (iω) Bifurcation(Elements) Reversible (iω) 2 Bifurcation (1-1 resonance) Reversible (iω 1 )(iω 2 ) Bifurcation(Elements) Reversible 0 4+ Bifurcation(Elements) Reversible Bifurcation with SO(2) Symmetry...234

11 Contents xi 5 Applications Hydrodynamic Instabilities Hydrodynamic Problem Couette TaylorProblem Bénard Rayleigh Convection Problem Existence of Traveling Waves Gravity-Capillary Water-Waves Almost-Planar Waves in Reaction-Diffusion Systems WavesinLattices Appendix A Elements of Functional Analysis A.1 Bounded and Closed Operators A.2 Resolvent and Spectrum A.3 Compact Operators and Operators with Compact Resolvent. 282 A.4 AdjointOperator A.5 Fredholm Operators A.6 Basic Sobolev Spaces B CenterManifolds B.1 Proof of Theorem 2.9 (CenterManifolds) B.2 Proof of Theorem 2.17 (Semilinear Case) B.3 Proof of Theorem 3.9 (Nonautonomous Vector Fields) B.4 Proof of Theorem 3.13 (Equivariant Systems) B.5 Proof of Theorem 3.22 (Empty Unstable Spectrum) C NormalForms C.1 Proof of Lemma 1.13 (0 3 NormalForm) C.2 Proof of Lemma 1.17 ((iω) 2 NormalForm) C.3 Proof of Lemma 1.18 (0 2 (iω) NormalForm) C.4 Proof of Lemma 1.19 ( NormalForm) C.5 Proof of Theorem 2.2 (Perturbed Normal Forms) D ReversibleBifurcations D NormalForminInfiniteDimensions D.2 (iω) 2 Normal Form in Infinite Dimensions References Index...327

Universitext. Series Editors:

Universitext. Series Editors: Universitext Universitext Series Editors: Sheldon Axler San Francisco State University, San Francisco, CA, USA Vincenzo Capasso Università degli Studi di Milano, Milan, Italy Carles Casacuberta Universitat

More information

For other titles in this series, go to Universitext

For other titles in this series, go to   Universitext For other titles in this series, go to www.springer.com/series/223 Universitext Marino Badiale Enrico Serra Semilinear Elliptic Equations for Beginners Existence Results via the Variational Approach Marino

More information

For other titles in this series, go to Universitext

For other titles in this series, go to   Universitext For other titles in this series, go to www.springer.com/series/223 Universitext Anton Deitmar Siegfried Echterhoff Principles of Harmonic Analysis 123 Anton Deitmar Universität Tübingen Inst. Mathematik

More information

Universitext. Series editors Sheldon Axler San Francisco State University. Carles Casacuberta Universitat de Barcelona

Universitext. Series editors Sheldon Axler San Francisco State University. Carles Casacuberta Universitat de Barcelona Universitext Universitext Series editors Sheldon Axler San Francisco State University Carles Casacuberta Universitat de Barcelona Angus MacIntyre Queen Mary, University of London Kenneth Ribet University

More information

On Normalized Integral Table Algebras (Fusion Rings)

On Normalized Integral Table Algebras (Fusion Rings) On Normalized Integral Table Algebras (Fusion Rings) For further volumes: www.springer.com/series/6253 Algebra and Applications Volume 16 Series Editors: Alice Fialowski Eötvös Loránd University, Budapest,

More information

Elements of Applied Bifurcation Theory

Elements of Applied Bifurcation Theory Yuri A. Kuznetsov Elements of Applied Bifurcation Theory Second Edition With 251 Illustrations Springer Preface to the Second Edition Preface to the First Edition vii ix 1 Introduction to Dynamical Systems

More information

Introduction to Applied Nonlinear Dynamical Systems and Chaos

Introduction to Applied Nonlinear Dynamical Systems and Chaos Stephen Wiggins Introduction to Applied Nonlinear Dynamical Systems and Chaos Second Edition With 250 Figures 4jj Springer I Series Preface v L I Preface to the Second Edition vii Introduction 1 1 Equilibrium

More information

Shijun Liao. Homotopy Analysis Method in Nonlinear Differential Equations

Shijun Liao. Homotopy Analysis Method in Nonlinear Differential Equations Shijun Liao Homotopy Analysis Method in Nonlinear Differential Equations Shijun Liao Homotopy Analysis Method in Nonlinear Differential Equations With 127 figures Author Shijun Liao Shanghai Jiao Tong

More information

Elements of Applied Bifurcation Theory

Elements of Applied Bifurcation Theory Yuri A. Kuznetsov Elements of Applied Bifurcation Theory Third Edition With 251 Illustrations Springer Yuri A. Kuznetsov Department of Mathematics Utrecht University Budapestlaan 6 3584 CD Utrecht The

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

Elements of Applied Bifurcation Theory

Elements of Applied Bifurcation Theory Yuri A. Kuznetsov Elements of Applied Bifurcation Theory Third Edition With 251 Illustrations Springer Introduction to Dynamical Systems 1 1.1 Definition of a dynamical system 1 1.1.1 State space 1 1.1.2

More information

Astronomy with a Budget Telescope

Astronomy with a Budget Telescope Astronomy with a Budget Telescope Springer-Verlag London Ltd. Patrick Moore and John Watson Astro omy w h a Budget elescope With 100 Figures, 98 in colour, Springer British Library Cataloguing in Publication

More information

P.M. Cohn. Basic Algebra. Groups, Rings and Fields. m Springer

P.M. Cohn. Basic Algebra. Groups, Rings and Fields. m Springer Basic Algebra P.M. Cohn Basic Algebra Groups, Rings and Fields m Springer P.M. Cohn, MA, PhD, FRS Department of Mathematics, University College London, Gower Street, London WC1E 6BT, UK British Library

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

Introduction to CLASSICAL MECHANICS

Introduction to CLASSICAL MECHANICS Introduction to CLASSICAL MECHANICS Introduction to CLASSICAL MECHANICS A.P. FRENCH Massachusetts Institute oj Technology M.G. EBISON The Institute oj Physics, London KLUWER ACADEMIC PUBLISHERS DORDRECHT

More information

Geophysical Interpretation using Integral Equations

Geophysical Interpretation using Integral Equations Geophysical Interpretation using Integral Equations Geophysical Interpretation using Integral Equations L. ESKOLA Head of the Geophysics Department, Geological Survey of Finland 1~lll SPRINGER-SCIENCE+BUSINESS

More information

TOPOLOGICAL QUANTUM FIELD THEORY AND FOUR MANIFOLDS

TOPOLOGICAL QUANTUM FIELD THEORY AND FOUR MANIFOLDS TOPOLOGICAL QUANTUM FIELD THEORY AND FOUR MANIFOLDS MATHEMATICAL PHYSICS STUDIES Editorial Board: Maxim Kontsevich, IHES, Bures-sur-Yvette, France Massimo Porrati, New York University, New York, U.S.A.

More information

Practical Astronomy. Springer-Verlag London Ltd.

Practical Astronomy. Springer-Verlag London Ltd. Practical Astronomy Springer-Verlag London Ltd. Other titles in this series The Modern Amateur Astronomer Patrick Moore (Ed.) Telescopes and Techniques: An Introduction to Practical Astronomy C. R. Kitchin

More information

Convective Heat Transfer

Convective Heat Transfer Convective Heat Transfer Solved Problems Michel Favre-Marinet Sedat Tardu This page intentionally left blank Convective Heat Transfer This page intentionally left blank Convective Heat Transfer Solved

More information

Markov Decision Processes with Applications to Finance

Markov Decision Processes with Applications to Finance Markov Decision Processes with Applications to Finance Universitext Series Editors: Sheldon Axler San Francisco State University Vincenzo Capasso Università degli Studi di Milano Carles Casacuberta Universitat

More information

SpringerBriefs in Mathematics

SpringerBriefs in Mathematics SpringerBriefs in Mathematics Series Editors Nicola Bellomo Michele Benzi Palle E.T. Jorgensen Tatsien Li Roderick Melnik Otmar Scherzer Benjamin Steinberg Lothar Reichel Yuri Tschinkel G. George Yin Ping

More information

Fundamentals of Mass Determination

Fundamentals of Mass Determination Fundamentals of Mass Determination Michael Borys Roman Schwartz Arthur Reichmuth Roland Nater Fundamentals of Mass Determination 123 Michael Borys Fachlabor 1.41 Physikalisch-Technische Bundesanstalt Bundesallee

More information

8.1 Bifurcations of Equilibria

8.1 Bifurcations of Equilibria 1 81 Bifurcations of Equilibria Bifurcation theory studies qualitative changes in solutions as a parameter varies In general one could study the bifurcation theory of ODEs PDEs integro-differential equations

More information

Nonlinear Parabolic and Elliptic Equations

Nonlinear Parabolic and Elliptic Equations Nonlinear Parabolic and Elliptic Equations Nonlinear Parabolic and Elliptic Equations c. V. Pao North Carolina State University Raleigh, North Carolina Plenum Press New York and London Library of Congress

More information

Advanced Courses in Mathematics CRM Barcelona

Advanced Courses in Mathematics CRM Barcelona Advanced Courses in Mathematics CRM Barcelona Centre de Recerca Matemàtica Managing Editor: Carles Casacuberta More information about this series at http://www.springer.com/series/5038 Giovanna Citti Loukas

More information

Nonlinear Dynamical Systems in Engineering

Nonlinear Dynamical Systems in Engineering Nonlinear Dynamical Systems in Engineering . Vasile Marinca Nicolae Herisanu Nonlinear Dynamical Systems in Engineering Some Approximate Approaches Vasile Marinca Politehnica University of Timisoara Department

More information

Finite Element Analysis for Heat Transfer. Theory and Software

Finite Element Analysis for Heat Transfer. Theory and Software Finite Element Analysis for Heat Transfer Theory and Software Hou-Cheng Huang and Asif S. Usmani Finite Element Analysis for Heat Transfer Theory and Software With 62 Figures Springer-Verlag London Berlin

More information

Lecture Notes of 12 the Unione Matematica Italiana

Lecture Notes of 12 the Unione Matematica Italiana Lecture Notes of 12 the Unione Matematica Italiana For further volumes: http://www.springer.com/series/7172 Editorial Board Franco Brezzi (Editor in Chief) IMATI-CNR Via Ferrata 5a 27100 Pavia, Italy e-mail:

More information

PHASE PORTRAITS OF PLANAR QUADRATIC SYSTEMS

PHASE PORTRAITS OF PLANAR QUADRATIC SYSTEMS PHASE PORTRAITS OF PLANAR QUADRATIC SYSTEMS Mathematics and Its Applications Managing Editor: M. HAZEWINKEL Centre for Mathematics and Computer Science, Amsterdam, The Netherlands Volume 583 PHASE PORTRAITS

More information

Advanced Calculus of a Single Variable

Advanced Calculus of a Single Variable Advanced Calculus of a Single Variable Tunc Geveci Advanced Calculus of a Single Variable 123 Tunc Geveci Department of Mathematics and Statistics San Diego State University San Diego, CA, USA ISBN 978-3-319-27806-3

More information

Numerical Data Fitting in Dynamical Systems

Numerical Data Fitting in Dynamical Systems Numerical Data Fitting in Dynamical Systems Applied Optimization Volume 77 Series Editors: Panos M. Pardalos University of Florida, U.S.A. Donald Hearn University of Florida, U.S.A. The titles published

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

Undergraduate Texts in Mathematics. Editors J. H. Ewing F. W. Gehring P. R. Halmos

Undergraduate Texts in Mathematics. Editors J. H. Ewing F. W. Gehring P. R. Halmos Undergraduate Texts in Mathematics Editors J. H. Ewing F. W. Gehring P. R. Halmos Springer Books on Elemeritary Mathematics by Serge Lang MATH! Encounters with High School Students 1985, ISBN 96129-1 The

More information

Experimental Techniques in Nuclear and Particle Physics

Experimental Techniques in Nuclear and Particle Physics Experimental Techniques in Nuclear and Particle Physics Stefaan Tavernier Experimental Techniques in Nuclear and Particle Physics 123 Prof. Stefaan Tavernier Vrije Universiteit Brussel Fak. Wetenschappen

More information

Machine Tool Vibrations and Cutting Dynamics

Machine Tool Vibrations and Cutting Dynamics Machine Tool Vibrations and Cutting Dynamics Brandon C. Gegg l Albert C.J. Luo C. Steve Suh Machine Tool Vibrations and Cutting Dynamics Brandon C. Gegg Dynacon Inc. Winches and Handling Systems 831 Industrial

More information

UNITEXT La Matematica per il 3+2. Volume 87

UNITEXT La Matematica per il 3+2. Volume 87 UNITEXT La Matematica per il 3+2 Volume 87 More information about this series at http://www.springer.com/series/5418 Sandro Salsa Gianmaria Verzini Partial Differential Equations in Action Complements

More information

B5.6 Nonlinear Systems

B5.6 Nonlinear Systems B5.6 Nonlinear Systems 5. Global Bifurcations, Homoclinic chaos, Melnikov s method Alain Goriely 2018 Mathematical Institute, University of Oxford Table of contents 1. Motivation 1.1 The problem 1.2 A

More information

Lecture Notes in Mathematics

Lecture Notes in Mathematics Lecture Notes in Mathematics A collection of informal reports and seminars Edited by A. Dold, Heidelberg and B. Eckmann, Zorich 309 David H. Sattinger University of Minnesota, Minneapolis, MN/USA Topics

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

Topics in Algebra and Analysis

Topics in Algebra and Analysis Radmila Bulajich Manfrino José Antonio Gómez Ortega Rogelio Valdez Delgado Topics in Algebra and Analysis Preparing for the Mathematical Olympiad Radmila Bulajich Manfrino Facultad de Ciencias Universidad

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

Statics and Mechanics of Structures

Statics and Mechanics of Structures Statics and Mechanics of Structures Steen Krenk Jan Høgsberg Statics and Mechanics of Structures Prof. Steen Krenk Department of Mechanical Engineering Technical University of Denmark Kongens Lyngby,

More information

For other titles published in this series, go to Universitext

For other titles published in this series, go to   Universitext For other titles published in this series, go to www.springer.com/series/223 Universitext Béla Sz.-Nagy Ciprian Foias Hari Bercovici László Kérchy Harmonic Analysis of Operators on Hilbert Space Second

More information

Doubt-Free Uncertainty In Measurement

Doubt-Free Uncertainty In Measurement Doubt-Free Uncertainty In Measurement Colin Ratcliffe Bridget Ratcliffe Doubt-Free Uncertainty In Measurement An Introduction for Engineers and Students Colin Ratcliffe United States Naval Academy Annapolis

More information

PHYSFLU - Physics of Fluids

PHYSFLU - Physics of Fluids Coordinating unit: 230 - ETSETB - Barcelona School of Telecommunications Engineering Teaching unit: 748 - FIS - Department of Physics Academic year: Degree: 2018 BACHELOR'S DEGREE IN ENGINEERING PHYSICS

More information

GIS AND TERRITORIAL INTELLIGENCE. Using Microdata. Jean Dubé and Diègo Legros

GIS AND TERRITORIAL INTELLIGENCE. Using Microdata. Jean Dubé and Diègo Legros GIS AND TERRITORIAL INTELLIGENCE Spatial Econometrics Using Microdata Jean Dubé and Diègo Legros Spatial Econometrics Using Microdata To the memory of Gilles Dubé. For Mélanie, Karine, Philippe, Vincent

More information

Undergraduate Texts in Mathematics

Undergraduate Texts in Mathematics Undergraduate Texts in Mathematics Editors s. Axler F. w. Gehring K.A. Ribet Springer Science+Business Media, LLC Undergraduate Texts in Mathematics Abbott: Understanding Analysis. Anglin: Mathematics:

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

Follow links Class Use and other Permissions. For more information, send to:

Follow links Class Use and other Permissions. For more information, send  to: COPYRIGHT NOTICE: Stephen L. Campbell & Richard Haberman: Introduction to Differential Equations with Dynamical Systems is published by Princeton University Press and copyrighted, 2008, by Princeton University

More information

Differential-Algebraic Equations Forum

Differential-Algebraic Equations Forum Differential-Algebraic Equations Forum Editors-in-Chief Achim Ilchmann (TU Ilmenau, Ilmenau, Germany) Timo Reis (Universität Hamburg, Hamburg, Germany) Editorial Board Larry Biegler (Carnegie Mellon University,

More information

Core Books in Advanced Mathematics. Vectors

Core Books in Advanced Mathematics. Vectors Core Books in Advanced Mathematics Vectors Core Books in Advanced Mathematics General Editor: C. PLUMPTON, Moderator in Mathematics, University of London School Examinations Department; formerly Reader

More information

The Theory of the Top Volume II

The Theory of the Top Volume II Felix Klein Arnold Sommerfeld The Theory of the Top Volume II Development of the Theory in the Case of the Heavy Symmetric Top Raymond J. Nagem Guido Sandri Translators Preface to Volume I by Michael Eckert

More information

Dynamics and Randomness

Dynamics and Randomness Dynamics and Randomness Nonlinear Phenomena and Complex Systems VOLUME 7 The Centre for Nonlinear Physics and Complex Systems (CFNL), Santiago, Chile, and Kluwer Academic Publishers have established this

More information

Maximum Principles in Differential Equations

Maximum Principles in Differential Equations Maximum Principles in Differential Equations Springer New York Berlin Heidelberg Barcelona Hong Kong London Milan Paris Singapore Tokyo Murray H. Protter Hans F. Weinberger Maximum Principles in Differential

More information

Statistics for Social and Behavioral Sciences

Statistics for Social and Behavioral Sciences Statistics for Social and Behavioral Sciences Advisors: S.E. Fienberg W.J. van der Linden For other titles published in this series, go to http://www.springer.com/series/3463 Haruo Yanai Kei Takeuchi

More information

Latif M. Jiji. Heat Convection. With 206 Figures and 16 Tables

Latif M. Jiji. Heat Convection. With 206 Figures and 16 Tables Heat Convection Latif M. Jiji Heat Convection With 206 Figures and 16 Tables Prof. Latif M. Jiji City University of New York School of Engineering Dept. of Mechanical Engineering Convent Avenue at 138th

More information

Structure and Properties of Oriented Polymers

Structure and Properties of Oriented Polymers Structure and Properties of Oriented Polymers Structure and Properties of Oriented Polymers Edited by 1. M. Ward IRC in Polymer Science and Technology Universities of Leeds, Bradford and Durham UK I uni

More information

Advanced Engineering. Dynamics. H. R. Harrison. T. Nettleton. Formerly Department of Mechanical Engineering & Aeronautics City University London

Advanced Engineering. Dynamics. H. R. Harrison. T. Nettleton. Formerly Department of Mechanical Engineering & Aeronautics City University London Advanced Engineering Dynamics H. R. Harrison Formerly Department of Mechanical Engineering & Aeronautics City University London T. Nettleton Formerly Department of Mechanical Engineering & Aeronautics

More information

Bourbaki Elements of the History of Mathematics

Bourbaki Elements of the History of Mathematics Bourbaki Elements of the History of Mathematics Springer Berlin Heidelberg New York Barcelona Hong Kong London Milan Paris Singapore Tokyo Nicolas Bourbaki Elements of the History of Mathematics Translated

More information

Probability Theory, Random Processes and Mathematical Statistics

Probability Theory, Random Processes and Mathematical Statistics Probability Theory, Random Processes and Mathematical Statistics Mathematics and Its Applications Managing Editor: M.HAZEWINKEL Centre for Mathematics and Computer Science, Amsterdam, The Netherlands Volume

More information

SpringerBriefs in Statistics

SpringerBriefs in Statistics SpringerBriefs in Statistics For further volumes: http://www.springer.com/series/8921 Jeff Grover Strategic Economic Decision-Making Using Bayesian Belief Networks to Solve Complex Problems Jeff Grover

More information

Geometrical Properties of Differential Equations Downloaded from by on 05/09/18. For personal use only.

Geometrical Properties of Differential Equations Downloaded from  by on 05/09/18. For personal use only. This page intentionally left blank Applications of Lie Group Analysis in Financial Mathematics Ljudmila A. Bordag University of Applied Sciences Zittau/Görlitz, Germany World Scientific NEW JERSEY LONDON

More information

ThiS is a FM Blank Page

ThiS is a FM Blank Page Acid-Base Diagrams ThiS is a FM Blank Page Heike Kahlert Fritz Scholz Acid-Base Diagrams Heike Kahlert Fritz Scholz Institute of Biochemistry University of Greifswald Greifswald Germany English edition

More information

Undergraduate Texts in Mathematics

Undergraduate Texts in Mathematics Undergraduate Texts in Mathematics Editors S. Axler F.W. Gehring K.A. Ribet Springer Books on Elementary Mathematics by Serge Lang MATH! Encounters with High School Students 1985, ISBN 96129-1 The Beauty

More information

FROM ORDERED TO CHAOTIC MOTION IN CELESTIAL MECHANICS

FROM ORDERED TO CHAOTIC MOTION IN CELESTIAL MECHANICS From Ordered to Chaotic Motion in Celestial Mechanics Downloaded from www.worldscientific.com FROM ORDERED TO CHAOTIC MOTION IN CELESTIAL MECHANICS From Ordered to Chaotic Motion in Celestial Mechanics

More information

Igor Emri Arkady Voloshin. Statics. Learning from Engineering Examples

Igor Emri Arkady Voloshin. Statics. Learning from Engineering Examples Statics Igor Emri Arkady Voloshin Statics Learning from Engineering Examples Igor Emri University of Ljubljana Ljubljana, Slovenia Arkady Voloshin Lehigh University Bethlehem, PA, USA ISBN 978-1-4939-2100-3

More information

COMPARATIVE STATICS ANALYSIS in ECONOMICS

COMPARATIVE STATICS ANALYSIS in ECONOMICS COMPARATIVE STATICS ANALYSIS in ECONOMICS This page is intentionally left blank COMPARATIVE STATICS ANALYSIS in ECONOMICS Kevin M. Currier Department of Economics Oklahoma State University \ > World Scientific

More information

OSCILLATION THEORY FOR DIFFERENCE AND FUNCTIONAL DIFFERENTIAL EQUATIONS

OSCILLATION THEORY FOR DIFFERENCE AND FUNCTIONAL DIFFERENTIAL EQUATIONS OSCILLATION THEORY FOR DIFFERENCE AND FUNCTIONAL DIFFERENTIAL EQUATIONS Oscillation Theory for Difference and Functional Differential Equations by Ravi P. Agarwal Department of Mathematics, National University

More information

This content has been downloaded from IOPscience. Please scroll down to see the full text.

This content has been downloaded from IOPscience. Please scroll down to see the full text. This content has been downloaded from IOPscience. Please scroll down to see the full text. Download details: IP Address: 46.3.203.124 This content was downloaded on 30/12/2017 at 22:16 Please note that

More information

Non-Instantaneous Impulses in Differential Equations

Non-Instantaneous Impulses in Differential Equations Non-Instantaneous Impulses in Differential Equations Ravi Agarwal Snezhana Hristova Donal O Regan Non-Instantaneous Impulses in Differential Equations 123 Ravi Agarwal Department of Mathematics Texas A&M

More information

Graduate Texts in Mathematics 216. Editorial Board S. Axler F.W. Gehring K.A. Ribet

Graduate Texts in Mathematics 216. Editorial Board S. Axler F.W. Gehring K.A. Ribet Graduate Texts in Mathematics 216 Editorial Board S. Axler F.W. Gehring K.A. Ribet Denis Serre Matrices Theory and Applications Denis Serre Ecole Normale Supérieure de Lyon UMPA Lyon Cedex 07, F-69364

More information

Karl-Rudolf Koch Introduction to Bayesian Statistics Second Edition

Karl-Rudolf Koch Introduction to Bayesian Statistics Second Edition Karl-Rudolf Koch Introduction to Bayesian Statistics Second Edition Karl-Rudolf Koch Introduction to Bayesian Statistics Second, updated and enlarged Edition With 17 Figures Professor Dr.-Ing., Dr.-Ing.

More information

Ahsan Habib Khandoker Chandan Karmakar Michael Brennan Andreas Voss Marimuthu Palaniswami. Poincaré Plot Methods for Heart Rate Variability Analysis

Ahsan Habib Khandoker Chandan Karmakar Michael Brennan Andreas Voss Marimuthu Palaniswami. Poincaré Plot Methods for Heart Rate Variability Analysis Ahsan Habib Khandoker Chandan Karmakar Michael Brennan Andreas Voss Marimuthu Palaniswami Poincaré Plot Methods for Heart Rate Variability Analysis Poincaré Plot Methods for Heart Rate Variability Analysis

More information

Quantum Biological Information Theory

Quantum Biological Information Theory Quantum Biological Information Theory Ivan B. Djordjevic Quantum Biological Information Theory Ivan B. Djordjevic Department of Electrical and Computer Engineering University of Arizona Tucson, AZ, USA

More information

SpringerBriefs in Mathematics

SpringerBriefs in Mathematics SpringerBriefs in Mathematics For further volumes: http://www.springer.com/series/10030 George A. Anastassiou Advances on Fractional Inequalities 123 George A. Anastassiou Department of Mathematical Sciences

More information

INTRODUCTION TO SOL-GEL PROCESSING

INTRODUCTION TO SOL-GEL PROCESSING INTRODUCTION TO SOL-GEL PROCESSING THE KLUWER INTERNATIONAL SERIES in SOL-GEL PROCESSING: TECHNOLOGY AND APPLICATIONS Consulting Editor Lisa Klein Rutgers, the State University of New Jersey INTRODUCTION

More information

Tianyou Fan. Mathematical Theory of Elasticity of Quasicrystals and Its Applications

Tianyou Fan. Mathematical Theory of Elasticity of Quasicrystals and Its Applications Tianyou Fan Mathematical Theory of Elasticity of Quasicrystals and Its Applications Tianyou Fan Mathematical Theory of Elasticity of Quasicrystals and Its Applications With 82 figures Author Tianyou Fan

More information

Qing-Hua Qin. Advanced Mechanics of Piezoelectricity

Qing-Hua Qin. Advanced Mechanics of Piezoelectricity Qing-Hua Qin Advanced Mechanics of Piezoelectricity Qing-Hua Qin Advanced Mechanics of Piezoelectricity With 77 figures Author Prof. Qing-Hua Qin Research School of Engineering Australian National University

More information

Theory of Elasticity

Theory of Elasticity Theory of Elasticity Aldo Maceri Theory of Elasticity 123 Prof. Dr.-Ing. Aldo Maceri Universitá Roma Tre Departimento di Ingegneria Meccanica e Industriale Via della Vasca Navale, 79 00146 Roma Italy

More information

Multivariable Calculus with MATLAB

Multivariable Calculus with MATLAB Multivariable Calculus with MATLAB Ronald L. Lipsman Jonathan M. Rosenberg Multivariable Calculus with MATLAB With Applications to Geometry and Physics Ronald L. Lipsman Department of Mathematics University

More information

Mathematics for Economics

Mathematics for Economics Mathematics for Economics third edition Michael Hoy John Livernois Chris McKenna Ray Rees Thanasis Stengos The MIT Press Cambridge, Massachusetts London, England c 2011 Massachusetts Institute of Technology

More information

Hyperbolic Partial Differential Equations

Hyperbolic Partial Differential Equations C O U R A N T PETER D. LAX 14 LECTURE NOTES Hyperbolic Partial Differential Equations American Mathematical Society Courant Institute of Mathematical Sciences Hyperbolic Partial Differential Equations

More information

Progress in Mathematical Physics

Progress in Mathematical Physics Progress in Mathematical Physics Volume 24 Editors-in-Chiej Anne Boutet de Monvel, Universite Paris VII Denis Diderot Gerald Kaiser, The Virginia Center for Signals and Waves Editorial Board D. Bao, University

More information

Global Attractors in PDE

Global Attractors in PDE CHAPTER 14 Global Attractors in PDE A.V. Babin Department of Mathematics, University of California, Irvine, CA 92697-3875, USA E-mail: ababine@math.uci.edu Contents 0. Introduction.............. 985 1.

More information

For other titles published in this series, go to Universitext

For other titles published in this series, go to   Universitext For other titles published in this series, go to www.springer.com/series/223 Universitext Anatoli Andrianov Introduction to Siegel Modular Forms and Dirichlet Series ABC Anatoli Andrianov Russian Academy

More information

1000 Solved Problems in Classical Physics

1000 Solved Problems in Classical Physics 1000 Solved Problems in Classical Physics Ahmad A. Kamal 1000 Solved Problems in Classical Physics An Exercise Book 123 Dr. Ahmad A. Kamal Silversprings Lane 425 75094 Murphy Texas USA anwarakamal@yahoo.com

More information

Progress in Mathematics 313. Jaume Llibre Rafael Ramírez. Inverse Problems in Ordinary Differential Equations and Applications

Progress in Mathematics 313. Jaume Llibre Rafael Ramírez. Inverse Problems in Ordinary Differential Equations and Applications Progress in Mathematics 313 Jaume Llibre Rafael Ramírez Inverse Problems in Ordinary Differential Equations and Applications Progress in Mathematics Volume 313 Series Editors Hyman Bass, University of

More information

CISM Courses and Lectures

CISM Courses and Lectures CISM Courses and Lectures Series Editors: The Rectors Friedrich Pfeiffer - Munich Franz G. Rammerstorfer - Wien Elisabeth Guazzelli - Marseille The Secretary General Bernhard Schrefler - Padua Executive

More information

Controlled Markov Processes and Viscosity Solutions

Controlled Markov Processes and Viscosity Solutions Controlled Markov Processes and Viscosity Solutions Wendell H. Fleming, H. Mete Soner Controlled Markov Processes and Viscosity Solutions Second Edition Wendell H. Fleming H.M. Soner Div. Applied Mathematics

More information

Graduate Texts in Mathematics

Graduate Texts in Mathematics Graduate Texts in Mathematics 38 Editorial Board F. W. Gehring P. R. Halmos Managing Editor c. C. Moore H. Grauert K. Fritzsche Several Complex Variables Springer-Verlag New York Heidelberg Berlin H. Grauert

More information

Handbook of Nonconvex Analysis and Applications

Handbook of Nonconvex Analysis and Applications Handbook of Nonconvex Analysis and Applications Handbook of Nonconvex Analysis and Applications edited by David Yang Gao and Dumitru Motreanu International Press www.intlpress.com Handbook of Nonconvex

More information

Publication of the Museum of Nature South Tyrol Nr. 11

Publication of the Museum of Nature South Tyrol Nr. 11 Publication of the Museum of Nature South Tyrol Nr. 11 ThiS is a FM Blank Page Erika Pignatti Sandro Pignatti Plant Life of the Dolomites Vegetation Tables Erika Pignatti Sandro Pignatti Rome Italy Publication

More information

Editors-in-Chief Anne Boutet de Monvel, Université Paris VII Denis Diderot, France Gerald Kaiser, Center for Signals and Waves, Austin, TX, USA

Editors-in-Chief Anne Boutet de Monvel, Université Paris VII Denis Diderot, France Gerald Kaiser, Center for Signals and Waves, Austin, TX, USA Progress in Mathematical Physics Volume 45 Editors-in-Chief Anne Boutet de Monvel, Université Paris VII Denis Diderot, France Gerald Kaiser, Center for Signals and Waves, Austin, TX, USA Editorial Board

More information

COSSERAT THEORIES: SHELLS, RODS AND POINTS

COSSERAT THEORIES: SHELLS, RODS AND POINTS COSSERAT THEORIES: SHELLS, RODS AND POINTS SOLID MECHANICS AND ITS APPLICATIONS Volume 79 Series Editor: G.M.L. GLADWELL Department of Civil Engineering University of Waterloo Waterloo, Ontario, Canada

More information

Two -Dimensional Digital Signal Processing II

Two -Dimensional Digital Signal Processing II Two -Dimensional Digital Signal Processing II Transforms and Median Filters Edited by T. S. Huang With Contributions by J.-O. Eklundh T.S. Huang B.I. Justusson H. J. Nussbaumer S.G. Tyan S. Zohar With

More information

Elementary Linear Algebra with Applications Bernard Kolman David Hill Ninth Edition

Elementary Linear Algebra with Applications Bernard Kolman David Hill Ninth Edition Elementary Linear Algebra with Applications Bernard Kolman David Hill Ninth Edition Pearson Education Limited Edinburgh Gate Harlow Essex CM JE England and Associated Companies throughout the world Visit

More information

Graduate Texts in Mathematics 51

Graduate Texts in Mathematics 51 Graduate Texts in Mathematics 51 Editorial Board F. W. Gehring P. R. Halmos M anaging Editor c. C. Moore Wilhelm Klingenberg ACoursein Differential Geometry Translated by David Hoffman Springer Science+Business

More information

Linear Partial Differential Equations for Scientists and Engineers

Linear Partial Differential Equations for Scientists and Engineers Tyn Myint-U Lokenath Debnath Linear Partial Differential Equations for Scientists and Engineers Fourth Edition Birkhäuser Boston Basel Berlin Tyn Myint-U 5 Sue Terrace Westport, CT 06880 USA Lokenath Debnath

More information

Ambrosio Dancer Calculus of Variations and Partial Differential Equations

Ambrosio Dancer Calculus of Variations and Partial Differential Equations Ambrosio Dancer Calculus of Variations and Partial Differential Equations Springer-Verlag Berlin Heidelberg GmbH L. Ambrosio N. Dancer Calculus of Variations and Partial Differential Equations Topics on

More information

Lecture Notes in Mathematics 2138

Lecture Notes in Mathematics 2138 Lecture Notes in Mathematics 2138 Editors-in-Chief: J.-M. Morel, Cachan B. Teissier, Paris Advisory Board: Camillo De Lellis, Zurich Mario di Bernardo, Bristol Alessio Figalli, Austin Davar Khoshnevisan,

More information