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Modeling chaos 1
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Books: H. G. Schuster, Deterministic chaos, an introduction, VCH, 1995 H-O Peitgen, H. Jurgens, D. Saupe, Chaos and fractals Springer, 1992 H-O Peitgen, H. Jurgens, D. Saupe, Fractals for the Classroom, Part 1 and 2, Springer 1992. Journals: Chaos: An Interdisciplinary Journal of Nonlinear Science, Published by American Institute of Physics IEEE Transactions on Circuits and Systems, Published by IEEE Institute
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One-dimensional discrete systems Logistic equation Mechanism of doubling the period Bifurcation diagram Doubling – period tree, Feigenbaum constants Lyapunov exponents – chaotic solutions
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Continuous-time systems Rossler differential equation Lorenz differential equation
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One – dimensional discrete systems
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Bernouli function
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Triangular function
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Logistic function
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Sinusoidal map
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Iterating logistic map
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r=2.6 x0=0.25
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r=3.2, x0=0.25
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x0=0.25, r=3.48
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x0=0.2, r=4
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Stability of equilibrium point:
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Plot of the function: f(x)
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f (2) ( x ) = f ( f (x) )
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f (4) ( x ) = f ( f ( f ( f (x) ) ) )
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Bifurcation diagram
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r x rr Period doubling tree
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Why the discrete time logistic equation is so complicated compared to the continuous time one ?
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