Simple Chaotic Systems and Circuits 4/28/2017 J. C. Sprott Department of Physics University of Wisconsin - Madison Presented at the Gordon Conference on Classical Mechanics and Nonlinear Dynamics on June 16, 2004 Illustrated with Microsoft PowerPoint 97 500 MHz Pentium Sony laptop PC running Windows 98 Entire presentation available on WWW
Lorenz Equations (1963) dx/dt = Ay – Ax dy/dt = –xz + Bx – y 4/28/2017 Lorenz Equations (1963) dx/dt = Ay – Ax dy/dt = –xz + Bx – y dz/dt = xy – Cz 7 terms, 2 quadratic nonlinearities, 3 parameters
Rössler Equations (1976) dx/dt = –y – z dy/dt = x + Ay 4/28/2017 Rössler Equations (1976) dx/dt = –y – z dy/dt = x + Ay dz/dt = B + xz – Cz 7 terms, 1 quadratic nonlinearity, 3 parameters
4/28/2017 Lorenz Quote (1993) “One other study left me with mixed feelings. Otto Roessler of the University of Tübingen had formulated a system of three differential equations as a model of a chemical reaction. By this time a number of systems of differential equations with chaotic solutions had been discovered, but I felt I still had the distinction of having found the simplest. Roessler changed things by coming along with an even simpler one. His record still stands.”
Rössler Toroidal Model (1979) 4/28/2017 Rössler Toroidal Model (1979) “Probably the simplest strange attractor of a 3-D ODE” (1998) dx/dt = –y – z dy/dt = x dz/dt = Ay – Ay2 – Bz 6 terms, 1 quadratic nonlinearity, 2 parameters
14 examples with 6 terms and 1 quadratic nonlinearity 4/28/2017 Sprott (1994) 14 examples with 6 terms and 1 quadratic nonlinearity 5 examples with 5 terms and 2 quadratic nonlinearities J. C. Sprott, Phys. Rev. E 50, R647 (1994)
Gottlieb (1996) What is the simplest jerk function that gives chaos? 4/28/2017 Gottlieb (1996) What is the simplest jerk function that gives chaos? Displacement: x Velocity: = dx/dt Acceleration: = d2x/dt2 Jerk: = d3x/dt3
Linz (1997) Lorenz and Rössler systems can be written in jerk form 4/28/2017 Linz (1997) Lorenz and Rössler systems can be written in jerk form Jerk equations for these systems are not very “simple” Some of the systems found by Sprott have “simple” jerk forms:
“Simplest Dissipative Chaotic Flow” 4/28/2017 Sprott (1997) “Simplest Dissipative Chaotic Flow” dx/dt = y dy/dt = z dz/dt = –az + y2 – x 5 terms, 1 quadratic nonlinearity, 1 parameter
4/28/2017 Bifurcation Diagram
4/28/2017 Return Map
4/28/2017 Zhang and Heidel (1997) 3-D quadratic systems with fewer than 5 terms cannot be chaotic. They would have no adjustable parameters.
Linz and Sprott (1999) dx/dt = y dy/dt = z dz/dt = –az – y + |x| – 1 4/28/2017 Linz and Sprott (1999) dx/dt = y dy/dt = z dz/dt = –az – y + |x| – 1 6 terms, 1 abs nonlinearity, 2 parameters (but one =1)
General Form dx/dt = y dy/dt = z dz/dt = – az – y + G(x) 4/28/2017 General Form dx/dt = y dy/dt = z dz/dt = – az – y + G(x) G(x) = ±(b|x| – c) G(x) = ±b(x2/c – c) G(x) = –b max(x,0) + c G(x) = ±(bx – c sgn(x)) etc….
Universal Chaos Approximator?
4/28/2017 First Circuit
Bifurcation Diagram for First Circuit 4/28/2017 Bifurcation Diagram for First Circuit
Strange Attractor for First Circuit 4/28/2017 Strange Attractor for First Circuit Calculated Measured
Second Circuit 4/28/2017
4/28/2017 Chaos Circuit
Third Circuit 4/28/2017
Fourth Circuit D(x) = –min(x, 0)
Bifurcation Diagram for Fourth Circuit K. Kiers, D. Schmidt, and J. C. Sprott, Am. J. Phys. 72, 503 (2004)
4/28/2017 References http://sprott.physics.wisc.edu/ lectures/gordon04.ppt (this talk) http://www.css.tayloru.edu/~dsimons/ (circuit #4) sprott@physics.wisc.edu (to contact me)