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Introduction to Chaos Clint Sprott Department of Physics University of Wisconsin - Madison Presented to Physics 311 at University of Wisconsin in Madison,

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Presentation on theme: "Introduction to Chaos Clint Sprott Department of Physics University of Wisconsin - Madison Presented to Physics 311 at University of Wisconsin in Madison,"— Presentation transcript:

1 Introduction to Chaos Clint Sprott Department of Physics University of Wisconsin - Madison Presented to Physics 311 at University of Wisconsin in Madison, WI on October 31, 2014

2 Abbreviated History n Kepler (1605) n Newton (1687) n Poincare (1890) n Lorenz (1963)

3 Kepler (1605) n Tycho Brahe n 3 laws of planetary motion n Elliptical orbits

4 Newton (1687) n Invented calculus n Derived 3 laws of motion F = ma n Proposed law of gravity 1 F = Gm 1 m 2 /r 2 n Explained Kepler’s laws n Got headaches (3 body problem)

5 Poincare (1890) n 200 years later! n King Oscar (Sweden, 1887) n Prize won – 200 pages n No analytic solution exists! n Sensitive dependence on initial conditions (Lyapunov exponent) n Chaos! (Li & Yorke, 1975)

6 3-Body Problem

7 Chaos n Sensitive dependence on initial conditions (positive Lyapunov exp) n Aperiodic (never repeats) n Topologically mixing n Dense periodic orbits

8 Simple Pendulum F = ma -mg sin x = md 2 x/dt 2 dx/dt = v dv/dt = -g sin x  dv/dt = -x (for g = 1, x << 1) Dynamical system Flow in 2-D phase space

9 Phase Space Plot for Pendulum

10 Features of Pendulum Flow n Stable (O) & unstable (X) equilibria n Linear and nonlinear regions n Conservative / time-reversible n Trajectories cannot intersect

11 Pendulum with Friction dx/dt = v dv/dt = -sin x – bv

12 Features of Pendulum Flow n Dissipative (cf: conservative) n Attractors (cf: repellors) n Poincare-Bendixson theorem n No chaos in 2-D autonomous system

13 Damped Driven Pendulum dx/dt = v dv/dt = -sin x – bv + sin  t 2-D 3-D nonautonomousautonomous dx/dt = v dv/dt = -sin x – bv + sin z dz/dt = 

14 New Features in 3-D Flows n More complicated trajectories n Limit cycles (2-D attractors) n Strange attractors (fractals) n Chaos!

15 Stretching and Folding

16 Chaotic Circuit

17 Equations for Chaotic Circuit dx/dt = y dy/dt = z dz/dt = az – by + c(sgn x – x) Jerk system Period doubling route to chaos

18 Bifurcation Diagram for Chaotic Circuit

19 Invitation I sometimes work on publishable research with bright undergraduates who are crack computer programmers with an interest in chaos. If interested, contact me.

20 References n http://sprott.physics.wisc.edu/ lectures/phys311.pptx (this talk) http://sprott.physics.wisc.edu/ lectures/phys311.pptx n http://sprott.physics.wisc.edu/chaost sa/ (my chaos textbook) http://sprott.physics.wisc.edu/chaost sa/ n sprott@physics.wisc.edu (contact me) sprott@physics.wisc.edu

21 Props n Hard copy of slides n Driven chaotic pendulum n Ball point pen n Silly putty n Chaotic circuit / speaker


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