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First Course In Chaotic Dynamical Systems: Theory And Experiment 2nd edition [Kõva köide]

  • Formaat: Hardback, 328 pages, kõrgus x laius: 234x156 mm, kaal: 467 g, 16 Illustrations, color
  • Ilmumisaeg: 06-May-2020
  • Kirjastus: Chapman & Hall/CRC
  • ISBN-10: 0367235994
  • ISBN-13: 9780367235994
Teised raamatud teemal:
  • Formaat: Hardback, 328 pages, kõrgus x laius: 234x156 mm, kaal: 467 g, 16 Illustrations, color
  • Ilmumisaeg: 06-May-2020
  • Kirjastus: Chapman & Hall/CRC
  • ISBN-10: 0367235994
  • ISBN-13: 9780367235994
Teised raamatud teemal:
A First Course in Chaotic Dynamical Systems: Theory and Experiment, Second Edition

The long-anticipated revision of this well-liked textbook offers many new additions. In the twenty-five years since the original version of this book was published, much has happened in dynamical systems. Mandelbrot and Julia sets were barely ten years old when the first edition appeared, and most of the research involving these objects then centered around iterations of quadratic functions. This research has expanded to include all sorts of different types of functions, including higher-degree polynomials, rational maps, exponential and trigonometric functions, and many others. Several new sections in this edition are devoted to these topics.

The area of dynamical systems covered in A First Course in Chaotic Dynamical Systems: Theory and Experiment, Second Edition is quite accessible to students and also offers a wide variety of interesting open questions for students at the undergraduate level to pursue. The only prerequisite for students is a one-year calculus course (no differential equations required); students will easily be exposed to many interesting areas of current research. This course can also serve as a bridge between the low-level, often non-rigorous calculus courses, and the more demanding higher-level mathematics courses.

Features











More extensive coverage of fractals, including objects like the Sierpinski carpet and others that appear as Julia sets in the later sections on complex dynamics, as well as an actual chaos "game."





More detailed coverage of complex dynamical systems like the quadratic family and the exponential maps.





New sections on other complex dynamical systems like rational maps.





A number of new and expanded computer experiments for students to perform.



About the Author

Robert L. Devaney is currently professor of mathematics at Boston University. He received his PhD from the University of California at Berkeley under the direction of Stephen Smale. He taught at Northwestern University and Tufts University before coming to Boston University in 1980. His main area of research is dynamical systems, primarily complex analytic dynamics, but also including more general ideas about chaotic dynamical systems. Lately, he has become intrigued with the incredibly rich topological aspects of dynamics, including such things as indecomposable continua, Sierpinski curves, and Cantor bouquets.
Preface to the Second Edition ix
1 A Visual and Historical Tour
1(16)
1.1 Images from Dynamical Systems
1(3)
1.2 A Brief History of Dynamics
4(13)
2 Examples of Dynamical Systems
17(8)
2.1 An Example from Finance
17(1)
2.2 An Example from Ecology
18(2)
2.3 Finding Roots and Solving Equations
20(2)
2.4 Differential Equations
22(3)
3 Orbits
25(12)
3.1 Iteration
25(1)
3.2 Orbits
26(1)
3.3 Types of Orbits
27(3)
3.4 Other Orbits
30(1)
3.5 The Doubling Function
31(2)
3.6 Experiment: The Computer May Lie
33(4)
4 Graphical Analysis
37(8)
4.1 Graphical Analysis
37(2)
4.2 Orbit Analysis
39(2)
4.3 The Phase Portrait
41(4)
5 Fixed and Periodic Points
45(16)
5.1 A Fixed Point Theorem
45(1)
5.2 Attraction and Repulsion
46(1)
5.3 Calculus of Fixed Points
47(3)
5.4 Why Is This True?
50(5)
5.5 Periodic Points
55(2)
5.6 Experiment: Rates of Convergence
57(4)
6 Bifurcations
61(18)
6.1 Dynamics of the Quadratic Map
61(4)
6.2 The Saddle-Node Bifurcation
65(4)
6.3 The Period-Doubling Bifurcation
69(4)
6.4 Experiment: The Transition to Chaos
73(6)
7 The Quadratic Family
79(12)
7.1 The Case c = --2
79(2)
7.2 The Case c < --2
81(4)
7.3 The Cantor Middle-Thirds Set
85(6)
8 Transition to Chaos
91(14)
8.1 The Orbit Diagram
91(5)
8.2 The Period-Doubling Route to Chaos
96(1)
8.3 Experiment: Windows in the Orbit Diagram
97(8)
9 Symbolic Dynamics
105(16)
9.1 Itineraries
105(1)
9.2 The Sequence Space
106(5)
9.3 The Shift Map
111(2)
9.4 Conjugacy
113(8)
10 Chaos
121(18)
10.1 Three Properties of a Chaotic System
121(6)
10.2 Other Chaotic Systems
127(5)
10.3 Manifestations of Chaos
132(2)
10.4 Experiment: Feigenbaum's Constant
134(5)
11 Sharkovsky's Theorem
139(20)
11.1 Period 3 Implies Chaos
139(3)
11.2 Sharkovsky's Theorem
142(5)
11.3 The Period-3 Window
147(4)
11.4 Subshifts of Finite Type
151(8)
12 Role of the Critical Point
159(10)
12.1 The Schwarzian Derivative
159(3)
12.2 Critical Points and Basins of Attraction
162(7)
13 Newton's Method
169(12)
13.1 Basic Properties
169(4)
13.2 Convergence and Nonconvergence
173(8)
14 Fractals
181(30)
14.1 The Chaos Game
181(2)
14.2 The Cantor Set Revisited
183(1)
14.3 The Sierpinski Triangle
184(2)
14.4 The Sierpinski Carpet
186(4)
14.5 The Koch Snowflake
190(2)
14.6 Topological Dimension
192(2)
14.7 Fractal Dimension
194(3)
14.8 Iterated Function Systems
197(7)
14.9 Experiment: Find the Iterated Function Systems
204(1)
14.10 Experiment: A "Real" Chaos Game
205(6)
15 Complex Functions
211(18)
15.1 Complex Arithmetic
211(4)
15.2 Complex Square Roots
215(3)
15.3 Linear Complex Functions
218(2)
15.4 Calculus of Complex Functions
220(9)
16 The Julia Set
229(22)
16.1 The Squaring Function
229(4)
16.2 Another Chaotic Quadratic Function
233(2)
16.3 Cantor Sets Again
235(5)
16.4 Computing the Filled Julia Set
240(5)
16.5 Experiment: Filled Julia Sets and Critical Orbits
245(1)
16.6 The Julia Set as a Repeller
246(5)
17 The Mandelbrot Set
251(30)
17.1 The Fundamental Dichotomy
251(3)
17.2 The Mandelbrot Set
254(3)
17.3 Complex Bifurcations
257(6)
17.4 Experiment: Periods of the Bulbs
263(2)
17.5 Experiment: Periods of the Other Bulbs
265(1)
17.6 Experiment: How to Add
266(1)
17.7 Experiment: Find the Julia Set
267(2)
17.8 Experiment: Similarity of the Mandelbrot Set and Julia Sets
269(12)
18 Other Complex Dynamical Systems
281(24)
18.1 Cubic Polynomials
281(2)
18.2 Rational Maps
283(8)
18.3 Exponential Functions
291(7)
18.4 Trigonometric Functions
298(2)
18.5 Complex Newton's Method
300(5)
A Mathematical Preliminaries
305(8)
A.1 Functions
305(3)
A.2 Some Ideas from Calculus
308(1)
A.3 Open and Closed Sets
309(2)
A.4 Other Topological Concepts
311(2)
Bibliography 313(4)
Index 317
About the Author









Robert L. Devaney is currently professor of mathematics at Boston University. He received his PhD from the University of California at Berkeley under the direction of Stephen Smale. He taught at Northwestern University and Tufts University before coming to Boston University in 1980. His main area of research is dynamical systems, primarily complex analytic dynamics, but also including more general ideas about chaotic dynamical systems. Lately, he has become intrigued with the incredibly rich topological aspects of dynamics, including such things as indecomposable continua, Sierpinski curves, and Cantor bouquets.