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微分方程动态系统和混沌导论: 微分方程动态系统和混沌导论

微分方程动态系统和混沌导论: 微分方程动态系统和混沌导论 9.3分

资源最后更新于 2020-09-08 15:09:54

作者:M. W. Hirsch, S. Smale, R. L. Devaney

出版社:世界图书出版公司

出版日期:2007-01

ISBN:9787506282819

文件格式: pdf

标签: 动力系统 数学 常微分方程 混沌 类型-科学-混沌学 非线性 系统 类型-科学-数学

简介· · · · · ·

30年来,动力系统的数学理论与应用有了很大发展。30多年前还没有高速的台式计算机和计算机图像,“混沌”一词也没有在数学界使用,而对于微分方程与动力系统的研究兴趣主要仅限于数学界中比较小的范围。到今天,处处有计算机,求微分方程近似解的软件包已得到广泛运用,使人们从图形中就能看到结果。对于非线性微分方程的分析已为广大学者所接受,一些复杂的动力学行为,如马蹄映射、同宿轨、Lorenz系统中揭示出来的复杂现象,以及数学方面的分析,使学者们确信简单的稳定运动,如平衡态和周期解己不总是微分方程解的最重要的行为,而混沌现象揭示出来的美妙性态正促使各个领域的科学家与工程师细心关注在他们自己领域中提出的重要的微分方程及其混沌特性。动力系统现象在今天已出现在几乎每个科学领域中,从化学中的振荡Belousov-Zhabotinsky反应到电子工程中的混沌Chua电路,从天...

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目录

CHAPTER 1 First-Order Equations
1.1 The Simplest Example
1.2 The Logistic Population Model
1.3 Constant Harvesting and Bifurcations
1.4 Periodic Harvesting and Periodic Solutions
1.5 Computing the Poincard Map
1.6 Exploration:A Two-Parameter Family
CHAPTER 2 Planar Linear Systems
2.1 Second-Order Differential Equations
2.2 Planar Systems
2.3 Preliminaries from Algebra
2.4 Planar Linear Systems
2.5 Eigenvalues and Eigenvectors
2.6 Solving Linear Systems
2.7 The Linearity Principle
CHAPTER 3 Phase Portraits for Planar Systems
3.1 Real Distinct Eigenvalues
3.2 Complex Eigenvalues
3.3 Repeated Eigenvalues
3.4 Changing Coordinates
CHAPTER 4 Classification of Planar Systems
4.1 The Trace-Determinant Plane
4.2 Dynamical Classification
4.3 Exploration:A 3D Parameter Space
CHAPTER 5 Higher Dimensional Linear Algebra
5.1 Preliminaries from Linear Algebra
5.2 Eigenvalues and Eigenvectors
5.3 Complex Eigenvalues
5.4 Bases and Subspaces
5.5 Repeated Eigenvalues
5.6 Genericity
CHAPTER 6 Higher Dimensional Linear Systems
6.1 Distinct Eigenvalues
6.2 Harmonic Oscillators
6.3 Repeated Eigenvalues
6.4 The Exponential of a Matrix
6.5 Nonautonomous Linear Systems
CHAPTER 7 Nonlinear Systems
7.1 Dynamical Systems
7.2 The Existence and Uniqueness Theorem
7.3 Continuous Dependence of Solutions
7.4 The Variational Equation
7.5 Exploration:Numerical Methods
CHAPTER 8 Equilibria in Nonlinear Systems
8.1 Some Nustrative Examples
8.2 Nonlinear Sinks and Sources
8.3 Saddles
8.4 Stability
8.5 Bifurcations
8.6 Exploration:Complex Vector Fields
CHAPTER 9 Global Nonlinear Techniques
9.1 Nullclines
9.2 Stability of Equilibria
9.3 Gradient Systems
9.4 Hamiltonian Systems
9.5 Exploration:The Pendulum with Constant Forcing
CHAPTER 10 Closed Orbits and Limit Sets
10.1 Limit Sets
10.2 Local Sections and Flow Boxes
10.3 The Poincare Map
10.4 Monotone Sequences in Planar Dynamical Systems
10.5 The Poincare-Bendixson Theorem
10.6 Applications of Poincare-Bendixson
10.7 Expl0ration:Chemical Reactions That Oscillate
CHAPTER 11 Applications in Biology
11.1 Infectious Diseases
11.2 Predator/Prey Systems
11.3 Competitive Species
11.4 Exploration:Competition and Harvesting
CHAPTER 12 Applications in Circuit Theory
12.1 An RLC Circuit
12.2 The Lienard Equation
12.3 The van der Pol Equation
12.4 A Hopf Bifurcation
12.5 Exploration:Neurodynamics
CHAPTER 13 Applications in Mechanics
13.1 Newton’S Second Law
13.2 Conservative Systems
13.3 Central Force Fields
13.4 The Newtonian Central Force System
13.5 Kepler’s First Law
13.6 The Two-Body Problem
13.7 Blowing Up the Singularity
13.8 Exploration:Other Central Force Problems
13.9 Exploration:Classical Limits of Quantum Mechanical Systems
CHAPTER 14 The Lorenz System
14.1 Introduction to the Lorenz System
14.2 Elementary Properties of the Lorenz System
14.3 The Lorenz Attractor
14.4 A Model for the Lorenz Attractor
14.5 The Chaotic Attractor
14.6 Exploration:The Rossler Attractor
CHAPTER 15 Discrete Dynamical Systems
15.1 Introduction to Discrete Dynamical Systems
15.2 Bifurcations
15.3 The Discrete Logistic Model
15.4 Chaos
15.5 Symbolic Dynamics
15.6 The Shift Map
15.7 The Cantor Middle-Thirds Set
15.8 Exploration:Cubic Chaos
15.9 Exploration:The Orbit Diagram
CHAPTER 16 Homoclinic Phenomena
16.1 The Shil’nikov System
16.2 The Horseshoe Map
16.3 The Double Scroll Attractor
16.4 Homoclinic Bifurcations
16.5 Exploration:The Chua Circuit
CHAPTER 17 Existence and Uniqueness Revisited
17.1 The Existence and Uniqueness Theorem
17.2 Proof of Existence and Uniqueness
17.3 Continuous Dependence on Initial Conditions
17.4 Extending Solutions
17.5 Nonautonomous Systems
17.6 Differentiability of the Flow
Bibliography
Index