<span>This undergraduate textbook is a rigorous mathematical introduction to dynamical systems and an accessible guide for students transitioning from calculus to advanced mathematics. It has many student-friendly features, such as graded exercises that range from straightforward to more difficult w
Chaotic Dynamics: Fractals, Tilings, and Substitutions
✍ Scribed by Geoffrey R. Goodson
- Publisher
- Cambridge University Press
- Year
- 2016
- Tongue
- English
- Leaves
- 418
- Series
- Cambridge Mathematical Textbooks
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
✦ Synopsis
This undergraduate textbook is a rigorous mathematical introduction to dynamical systems and an accessible guide for students transitioning from calculus to advanced mathematics. It has many student-friendly features, such as graded exercises that range from straightforward to more difficult with hints, and includes concrete applications of real analysis and metric space theory to dynamical problems. Proofs are complete and carefully explained, and there is opportunity to practice manipulating algebraic expressions in an applied context of dynamical problems. After presenting a foundation in one-dimensional dynamical systems, the text introduces students to advanced subjects in the latter chapters, such as topological and symbolic dynamics. It includes two-dimensional dynamics, Sharkovsky's theorem, and the theory of substitutions, and takes special care in covering Newton's method. Mathematica code is available online, so that students can see implementation of many of the dynamical aspects of the text.
✦ Table of Contents
CONTENTS
PREFACE
Chapter 1: The Orbits of One-Dimensional Maps
1.1: Iteration of Functions and Examples of Dynamical Systems
Exercises
1.2: Newton’s Method and Fixed Points
Exercises
1.3: Graphical Iteration
1.4: The Stability of Fixed Points
Exercises
1.5: Non-Hyperbolic Fixed Points
Exercises
Chapter 2: Bifurcations and the Logistic Family
2.1: The Basin of Attraction
2.2: The Logistic Family
Exercises
2.3: Periodic Points
Exercises
2.4: Periodic Points of the Logistic Map
Exercises
2.5: The Period Doubling Route to Chaos
2.5.1: A Super-Attracting 2-Cycle
2.6: The Bifurcation Diagram and 3-Cycles of the Logistic Map
2.6.1: Where Does Period 3 Occur for the Logistic Map?
2.6.2: A Super-Attracting 3-Cycle for the Logistic Map
2.6.3: The 3-Cycle when μ = 4
Exercises
2.7: The Tent Family T μ
2.8: The 2-Cycles and 3-Cycles of the Tent Family
Exercises
Chapter 3: Sharkovsky’s Theorem
3.1: Period 3 Implies Chaos
3.2: Converse of Sharkovsky’s Theorem
Exercises
Chapter 4: Dynamics on Metric Spaces
4.1: Basic Properties of Metric Spaces
4.2: Dense Sets
Exercises
4.3: Functions between Metric Spaces
Exercises
4.4: Diffeomorphisms of R
Exercises
Chapter 5: Countability, Sets of Measure Zero and the Cantor Set
5.1: Countability and Sets of Measure Zero
5.2: The Cantor Set
Exercises
5.3: Ternary Expansions and the Cantor Set
Exercises
5.4: The Tent Map for μ = 3
5.5: A Cantor Set Arising from the Logistic Map L μ, μ > 4
Chapter 6: Devaney’s Definition of Chaos
6.1: The Doubling Map and the Angle Doubling Map
6.2: Transitivity
6.3: Sensitive Dependence on Initial Conditions
6.4: The Definition of Chaos
6.5: Symbolic Dynamics and the Shift Map
Exercises
6.6: For Continuous Maps, Sensitive Dependence is Implied by Transitivity and Dense Period Points
Exercises
Chapter 7: Conjugacy of Dynamical Systems
7.1: Conjugate Maps
Exercises
7.2: Properties of Conjugate Maps and Chaos Through Conjugacy
Exercises
7.3: Linear Conjugacy
Exercises
Chapter 8: Singer’s Theorem
8.1: The Schwarzian Derivative Revisited
8.2: Singer’s Theorem
Exercises
Chapter 9: Conjugacy, Fundamental Domains and the Tent Family
9.1: Conjugacy and Fundamental Domains
Exercises
9.2: Conjugacy, the Tent Map and Periodic Points of the Tent Family
Exercises
Chapter 10: Fractals
10.1: Examples of Fractals
10.2: An Intuitive Introduction to the Idea of Fractal Dimension
10.3: Box Counting Dimension
Exercises
10.4: The Mathematical Theory of Fractals
10.4.1: Complete Metric Spaces
Exercises
10.5: The Contraction Mapping Theorem and Self-Similar Sets
Exercises
Chapter 11: Newton’s Method for Real Quadratics and Cubics
11.1: Binary Representation of Real Numbers
11.2: Newton’s Method for Real Quadratic Polynomials
11.3: Newton’s Method for Real Cubic Polynomials
11.4: The Cubic Polynomials f c(x) = (x+2)(x2 + c)
Exercises
Chapter 12: Coppel’s Theorem and a Proof of Sharkovsky’s Theorem
12.1: Coppel’s Theorem
12.2: The Proof of Sharkovsky’s Theorem
12.3: The Completion of the Proof of Sharkovsky’s Theorem
12.3.1: Parts (a), (b) and (c) in Theorem 12.2.2 Imply Sharkovsky’s Theorem
12.3.2: Proof of Sharkovsky’s Theorem Parts (ii) and (iii)
Exercises
Chapter 13: Real Linear Transformations, the Hénon Map and Hyperbolic Toral Automorphisms
13.1: Linear Transformations
Exercises
13.2: The Hénon Map
13.2.1: The Hénon Attractor
Exercises
13.3: Circle Maps Induced by Linear Transformations on R
13.4: Endomorphisms of the Torus
Exercises
13.5: Hyperbolic Toral Automorphisms
Exercises
Chapter 14: Elementary Complex Dynamics
14.1: The Complex Numbers
14.2: Analytic Functions in the Complex Plane
Exercises
14.3: The Dynamics of Polynomials and the Riemann Sphere
Exercises
14.4: The Julia Set
14.4.1: Properties of the Julia Set of a Polynomial
14.4.2: The Quadratic Maps fc(z) = z2 + c
14.4.3: Maps for Which the Sequence (F nc (0)) is Unbounded
Exercises
14.5: The Mandelbrot Set M
14.5.1: Properties of the Mandelbrot Set
14.5.2: Computer Graphics for the Mandelbrot Set
Exercises
14.6: Newton’s Method in the Complex Plane for Quadratics and Cubics
14.6.1: Cubic Polynomials
14.6.2: The Basin of Attraction of the Newton Function of a Polynomial Having At Least Three Distinct Roots
14.6.3: The cubic pα(z)=z(z-1)(z-α)
Exercises
14.7: Important Complex Functions
14.7.1: The Exponential Function: ez
14.7.2: The Complex Logarithm Function: Log (z)
14.7.3: The Complex Arctangent Function: Arctan(z)
14.7.4: Halley’s Method and the Schröder–Cayley Theorem
Exercises
Chapter 15: Examples of Substitutions
15.1: One-Dimensional Substitutions and the Thue–Morse Substitution
15.1.1: The Thue–Morse sequence
15.1.2: Properties of the Thue–Morse Sequence u
15.1.3: Definition of a Substitution
Exercises
15.2: The Toeplitz Substitution
Exercises
15.3: The Rudin–Shapiro Sequence
15.3.1: The Rudin–Shapiro Substitution
Exercises
15.4: Paperfolding Sequences
15.4.1: The Substitution Associated with a Paperfolding Sequence
Exercises
Chapter 16: Fractals Arising from Substitutions
16.1: A Connection between the Morse Substitution and the Koch Curve
Exercises
16.2: Dragon Curves
16.3: Fractals Arising from Two-Dimensional Substitutions
16.3.1: Substitution Tilings
Exercises
16.4: The Rauzy Fractal
16.4.1: The Incidence Matrix of a Substitution
16.4.2: The Fibonacci Quasicrystal
16.4.3: Construction of the Rauzy Fractal
16.4.4: Additional Properties for the Rauzy Fractal
Exercises
Chapter 17: Compactness in Metric Spaces and an Introduction to Topological Dynamics
17.1: Compactness in Metric Spaces
Exercises
17.2: Continuous Functions on Compact Metric Spaces
Exercises
17.3: The Contraction Mapping Theorem for Compact Metric Spaces
17.4: Basic Topological Dynamics
17.4.1: Minimality
Exercises
17.5: Topological Mixing and Exactness
Exercises
Chapter 18: Substitution Dynamical Systems
18.1: Sequence Spaces
Exercises
18.2: Languages
18.2.1: Languages and Words
18.2.2: The Complexity Function of a Sequence
Exercises
18.3: Dynamical Systems Arising from Sequences
Exercises
18.4: Substitution Dynamics
Exercises
Chapter 19: Sturmian Sequences and Irrational Rotations
19.1: Sturmian Sequences
Exercises
19.2: Sequences Arising from Irrational Rotations
Exercises
19.3: Cutting Sequences
19.3.1: Billiard Balls in a Square
Exercises
19.4: Sequences Arising from Irrational Rotations are Sturmian
19.5: Semi-Topological Conjugacy between ([0, 1), T α) and (O(u) , σ )
Exercises
19.6: The Three Distance Theorem
Exercises
Chapter 20: The Multiple Recurrence Theorem of Furstenberg and Weiss
20.1: van der Waerden’s Theorem
Exercises
APPENDIX A: THEOREMS FROM CALCULUS
APPENDIX B: THE BAIRE CATEGORY THEOREM
APPENDIX C: THE COMPLEX NUMBERS
APPENDIX D: WEYL’S EQUIDISTRIBUTION THEOREM
REFERENCES
INDEX
📜 SIMILAR VOLUMES
1986 1st Ed. Vol. 2 Academic Press
This book consists of lecture notes for a semester-long introductory graduate course on dynamical systems and chaos taught by the authors at Texas A&M University and Zhongshan University, China. There are ten chapters in the main body of the book, covering an elementary theory of chaotic maps in fin
This book consists of lecture notes for a semester-long introductory graduate course on dynamical systems and chaos taught by the authors at Texas A&M University and Zhongshan University, China. There are ten chapters in the main body of the book, covering an elementary theory of chaotic maps in fin