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Concepts and Results in Chaotic Dynamics: A Short Course Book

Concepts and Results in Chaotic Dynamics: A Short Course
Concepts and Results in Chaotic Dynamics: A Short Course, The study of dynamical systems is a well established field. This book provides a panorama of several aspects of interest to mathematicians and physicists. It collects the material of several courses at the graduate level given by the authors, avoiding det, Concepts and Results in Chaotic Dynamics: A Short Course has a rating of 3 stars
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Concepts and Results in Chaotic Dynamics: A Short Course, The study of dynamical systems is a well established field. This book provides a panorama of several aspects of interest to mathematicians and physicists. It collects the material of several courses at the graduate level given by the authors, avoiding det, Concepts and Results in Chaotic Dynamics: A Short Course
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  • Concepts and Results in Chaotic Dynamics: A Short Course
  • Written by author Pierre Collet
  • Published by Springer-Verlag New York, LLC, November 2006
  • The study of dynamical systems is a well established field. This book provides a panorama of several aspects of interest to mathematicians and physicists. It collects the material of several courses at the graduate level given by the authors, avoiding det
  • The study of dynamical systems is a well established field. Having given graduate-level courses on the subject for many years, the authors have now written this book to provide a panorama of the aspects that are of interest to mathematicians and physicist
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Authors

A Basic Problem     1
Dynamical Systems     5
Basics of Mechanical Systems     5
Formal Definitions     10
Maps     11
Basic Examples of Maps     12
More Advanced Examples     17
Examples of Flows     23
Topological Properties     27
Coding, Kneading     27
Topological Entropy     30
Topological, Measure, and Metric Spaces     30
Some Examples     30
General Theory of Topological Entropy     32
A Metric Version of Topological Entropy     34
Attractors     38
Hyperbolicity     45
Hyperbolic Fixed Points     46
M Stable and Unstable Manifolds     49
Conjugation     53
Resonances     58
Invariant Manifolds     60
Nonwandering Points and Axiom A Systems     63
Shadowing and Its Consequences     65
Sensitive Dependence on Initial Conditions     69
Complicated Orbits Occur in Hyperbolic Systems     69
Change of Map     70
Construction of Markov Partitions     72
Invariant Measures     79
Overview     79
Details     85
The Perron-Frobenius Operator     89
The Ergodic Theorem     93
Convergence Rates in the Ergodic Theorem     103
Mixing and Decay of Correlations     105
Physical Measures     114
Lyapunov Exponents     116
Entropy     123
The Shannon-McMillan-Breiman Theorem     125
Sinai-Bowen-Ruelle Measures     130
Dimensions     132
Statistics and Statistical Mechanics     141
The Central Limit Theorem     141
Large Deviations     147
Exponential Estimates     149
Concentration     151
The Formalism of Statistical Mechanics     153
Multifractal Measures     156
Other Probabilistic Results     163
Entrance and Recurrence Times     163
Number of Visits to a Set     172
Extremes     173
Quasi-Invariant Measures     175
Stochastic Perturbations     178
Experimental Aspects     187
Correlation Functions and Power Spectrum     188
Resonances     191
Lyapunov Exponents      196
Reconstruction     201
Measuring the Lyapunov Exponents     205
Measuring Dimensions     206
Measuring Entropy     211
Estimating the Invariant Measure     211
References     215
Index     227


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Concepts and Results in Chaotic Dynamics: A Short Course, The study of dynamical systems is a well established field. This book provides a panorama of several aspects of interest to mathematicians and physicists. It collects the material of several courses at the graduate level given by the authors, avoiding det, Concepts and Results in Chaotic Dynamics: A Short Course

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Concepts and Results in Chaotic Dynamics: A Short Course, The study of dynamical systems is a well established field. This book provides a panorama of several aspects of interest to mathematicians and physicists. It collects the material of several courses at the graduate level given by the authors, avoiding det, Concepts and Results in Chaotic Dynamics: A Short Course

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Concepts and Results in Chaotic Dynamics: A Short Course, The study of dynamical systems is a well established field. This book provides a panorama of several aspects of interest to mathematicians and physicists. It collects the material of several courses at the graduate level given by the authors, avoiding det, Concepts and Results in Chaotic Dynamics: A Short Course

Concepts and Results in Chaotic Dynamics: A Short Course

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