Chaos and Fractals : An Elementary Introduction (Paperback)
David P. Feldman
- 出版商: Oxford University
- 出版日期: 2012-10-12
- 售價: $1,050
- 貴賓價: 9.8 折 $1,029
- 語言: 英文
- 頁數: 432
- 裝訂: Paperback
- ISBN: 0199566445
- ISBN-13: 9780199566440
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The only textbook on chaos and fractals for non-science and mathematics majors.
* Covers central phenomena and ideas of chaos and fractals in a careful, intellectually honest, but accessible way.
* Covers current areas of physics and mathematics that are of wide interest
* Richly illustrated.
* Over 200 end-of-chapter exercises make it easy for instructors to assign homework problems.
* A range of additional topics are covered from which instructors can chose as they put together their own courses.
This book provides the reader with an elementary introduction to chaos and fractals, suitable for students with a background in elementary algebra, without assuming prior coursework in calculus or physics. It introduces the key phenomena of chaos - aperiodicity, sensitive dependence on initial conditions, bifurcations - via simple iterated functions. Fractals are introduced as self-similar geometric objects and analyzed with the self-similarity and box-counting dimensions. After a brief discussion of power laws, subsequent chapters explore Julia Sets and the Mandelbrot Set. The last part of the book examines two-dimensional dynamical systems, strange attractors, cellular automata, and chaotic differential equations.
The book is richly illustrated and includes over 200 end-of-chapter exercises. A flexible format and a clear and succinct writing style make it a good choice for introductory courses in chaos and fractals.
Table Of Contents
I. Introducing Discrete Dynamical Systems
0: Opening Remarks
2: Iterating Functions
3: Qualitative Dynamics
4: Time Series Plots
5: Graphical Iteration
6: Iterating Linear Functions
7: Population Models
8: Newton, Laplace, and Determinism
9: Chaos and the Logistic Equation
10: The Buttery Effect
11: The Bifurcation Diagram
13: Statistical Stability of Chaos
14: Determinism, Randomness, and Nonlinearity
15: Introducing Fractals
17: Random Fractals
18: The Box-Counting Dimension
19: When do Averages exist?
20: Power Laws and Long Tails
20: Introducing Julia Sets
21: Infinities, Big and Small
IV. Julia Sets and The Mandelbrot Set
22: Introducing Julia Sets
23: Complex Numbers
24: Julia Sets for f(z) = z2 + c
25: The Mandelbrot Set
V. Higher-Dimensional Systems
26: Two-Dimensional Discrete Dynamical Systems
27: Cellular Automata
28: Introduction to Differential Equations
29: One-Dimensional Differential Equations
30: Two-Dimensional Differential Equations
31: Chaotic Differential Equations and Strange Attractors
A: Review of Selected Topics from Algebra
B: Histograms and Distributions
C: Suggestions for Further Reading