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Nonlinear Dynamics

A hands-on introductory survey
Marc R Roussel

Description

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.

About Editors

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 PhD 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.

Table of Contents

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

Bibliographic

Paperback ISBN: 9780750329835

Ebook ISBN: 9781643274638

DOI: 10.1088/2053-2571/ab0281

Publisher: Morgan & Claypool Publishers

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