Marc R Roussel 
Nonlinear Dynamics [EPUB ebook] 
A hands-on introductory survey

Ủng hộ

This book employs a hands-on approach to nonlinear dynamics using commonly available software, including the free dynamical systems software Xppaut, Matlab (or its free cousin, Octave) and the Maple symbolic algebra system. Detailed instructions for various common procedures, including bifurcation analysis using the version of AUTO embedded in Xppaut, are provided. A survey that can be taught in a single academic term is provided, and it covers a greater variety of dynamical systems (discrete vs continuous time, finite vs infinite-dimensional, dissipative vs conservative) than are normally seen in introductory texts. Numerical computation and linear stability analysis are used as unifying themes throughout the book. Despite the emphasis on computer calculations, theory is not neglected, and fundamental concepts from the field of nonlinear dynamics, such as solution maps and invariant manifolds, are presented.

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Mục lục

1 Introduction 1.1 What is a dynamical system? 1.2 The Law of Mass Action 1.3 Software Bibliography 2 Phase-Plane Analysis 2.1 Introduction 2.2 The Lindemann mechanism 2.3 Dimensionless equations 2.4 The vector field 2.5 Exercises 3 Stability Analysis for ODEs 3.1 Linear stability analysis 3.2 Lyapunov functions 3.3 Exercises Bibliography 4 Introduction to bifurcations 4.1 Introduction 4.2 Saddle-node bifurcation 4.3 Transcritical bifurcation 4.4 Andronov-Hopf bifurcations 4.5 Dynamics in three dimensions 4.6 Exercises Bibliography 5 Bifurcation Analysis with AUTO 5.1 Bifurcation diagram of a gene expression model 5.2 The phase diagram of Griffith’s model 5.3 Bifurcation diagram of the autocatalator 5.4 Getting out of trouble in AUTO 5.5 Exercises Bibliography 6 Invariant manifolds 6.1 Introduction 6.2 Flow dynamics away from the equilibrium point 6.3 Special eigenspaces of equilibrium points 6.4 From eigenspaces to invariant manifolds 6.5 Applications of invariant manifolds 6.5.1 The Lindemann mechanism revisited 6.5.2 A simple HIV model 6.6 Exercises Bibliography 7 Singular perturbation theory 7.1 Introduction 7.2 Scaling and balancing 7.3 The outer solution 7.4 The inner solution 7.5 Matching the inner and outer solutions 7.6 Geometric singular perturbation theory and the outer solution 7.7 Exercises Bibliography 8 Hamiltonian systems 8.1 Introduction 8.2 Integrable systems 8.3 Numerical integration 8.4 Exercises 9 Nonautonomous systems 9.1 Introduction 9.2 A driven Brusselator 9.3 Automated bifurcation analysis 9.4 Exercises Bibliography 10 Maps and differential equations 10.1 Numerical methods as maps 10.2 Solution maps of differential equations 10.3 Poincar´e maps for nonautonomous systems 10.4 Poincar´e sections and maps in autonomous systems 10.5 Next-amplitude maps 10.6 Concluding comments 10.7 Exercises Bibliography 11 Maps: Stability and bifurcation analysis 11.1 Linear stability analysis of fixed points 11.2 Stability of periodic orbits 11.3 Lyapunov exponents 11.4 Exercises Bibliography 12 Delay-differential equations 12.1 Introduction to infinite-dimensional dynamical systems 12.2 Introduction to delay-differential equations 12.3 Linearized stability analysis 12.4 Exercises Bibliography 13 Reaction-diffusion equations 13.1 Introduction 13.1.1 The rate of diffusion 13.1.2 Reaction-diffusion equations 13.2 Stability analysis of reaction-diffusion equations 13.3 Exercises A Software Installation A.1 Linux A.1.1 XPPAUT A.1.2 OCTAVE A.2 Mac OS X A.2.1 XPPAUT A.2.2 OCTAVE A.3 Windows A.3.1 XPPAUT A.3.2 OCTAVE Index

Giới thiệu về tác giả

Marc R Roussel earned a bachelor’s degree in chemical physics from Queen’s University in 1988. He then went on to graduate work in the Chemical Physics Theory Group at the University of Toronto under the supervision of Simon J Fraser, earning a MSc in 1990 and a Ph D in 1994. In 1995, Roussel was hired as an assistant professor by the Department of Chemistry at the University of Lethbridge. He was promoted to associate professor in 2000, and to professor in 2005.

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Ngôn ngữ Anh ● định dạng EPUB ● ISBN 9781643274638 ● Kích thước tập tin 6.8 MB ● Nhà xuất bản Morgan & Claypool Publishers ● Thành phố San Rafael ● Quốc gia US ● Được phát hành 2019 ● Có thể tải xuống 24 tháng ● Tiền tệ EUR ● TÔI 6988398 ● Sao chép bảo vệ Adobe DRM
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