Dynamical Systems with Applications using MATLAB®

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This textbook, now in its second edition, provides a broad introduction to both continuous and discrete dynamical systems, the theory of which is motivated by examples from a wide range of disciplines. It emphasizes applications and simulation utilizing MATLAB®, Simulink®, the Image Processing Toolbox® and the Symbolic Math toolbox®, including MuPAD.

Features new to the second edition include

· sections on series solutions of ordinary differential equations, perturbation methods, normal forms, Gröbner bases, and chaos synchronization;

· chapters on image processing and binary oscillator computing;

· hundreds of new illustrations, examples, and exercises with solutions; and

· over eighty up-to-date MATLAB program files and Simulink model files available online. These files were voted MATLAB Central Pick of the Week in July 2013.

The hands-on approach of Dynamical Systems with Applications using MATLAB, Second Edition, has minimal prerequisites, only requiring familiarity with ordinary differential equations. It will appeal to advanced undergraduate and graduate students, applied mathematicians, engineers, and researchers in a broad range of disciplines such as population dynamics, biology, chemistry, computing, economics, nonlinear optics, neural networks, and physics.

Praise for the first edition

Summing up, it can be said that this text allows the reader to have an easy and quick start to the huge field of dynamical systems theory. MATLAB/SIMULINK facilitate this approach under the aspect of learning by doing.

OR News/Operations Research Spectrum

The MATLAB programs are kept as simple as possible and the author's experience has shown that this method of teaching using MATLAB works well with computer laboratory classes of small sizes…. I recommend ‘Dynamical Systems with Applications using MATLAB’ as a good handbook for a diverse readership: graduates and professionals in mathematics, physics, science and engineering.

Mathematica

Author(s): Stephen Lynch (auth.)
Edition: 2
Publisher: Birkhäuser Basel
Year: 2014

Language: English
Pages: 514
Tags: Dynamical Systems and Ergodic Theory; Statistical Physics, Dynamical Systems and Complexity; Ordinary Differential Equations; Appl.Mathematics/Computational Methods of Engineering; Applications of Mathematics

Front Matter....Pages i-xv
A Tutorial Introduction to MATLAB....Pages 1-14
Linear Discrete Dynamical Systems....Pages 15-32
Nonlinear Discrete Dynamical Systems....Pages 33-65
Complex Iterative Maps....Pages 67-78
Electromagnetic Waves and Optical Resonators....Pages 79-105
Fractals and Multifractals....Pages 107-138
The Image Processing Toolbox....Pages 139-150
Differential Equations....Pages 151-178
Planar Systems....Pages 179-205
Interacting Species....Pages 207-221
Limit Cycles....Pages 223-247
Hamiltonian Systems, Lyapunov Functions, and Stability....Pages 249-263
Bifurcation Theory....Pages 265-282
Three-Dimensional Autonomous Systems and Chaos....Pages 283-309
Poincaré Maps and Nonautonomous Systems in the Plane....Pages 311-334
Local and Global Bifurcations....Pages 335-354
The Second Part of Hilbert’s Sixteenth Problem....Pages 355-376
Neural Networks....Pages 377-411
Chaos Control and Synchronization....Pages 413-434
Binary Oscillator Computing....Pages 435-455
Simulink....Pages 457-467
Examination-Type Questions....Pages 469-479
Solutions to Exercises....Pages 481-504
Back Matter....Pages 505-514