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Generating Series for Drawing the Output of Dynamical Systems

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Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 6920))

Abstract

We provide the drawing of the output of dynamical system (Σ), particularly when the output is rough or near instability points. (Σ) being analytical in a neighborhood of the initial state q(0) and described by its state equations, its output y(t) in a neighborhood of t = 0 is obtained by “evaluating” its generating series. Our algorithm consists in juxtaposing local approximating outputs on successive time intervals [t i ,t i + 1]0 ≤ i ≤ n − 1, to draw y(t) everywhere as far as possible. At every point t i + 1 we calculate at order k an approximated value of each component q r of the state; on every interval [t i ,t i + 1]0 ≤ i ≤ n − 1 we calculate an approximated output. These computings are obtained from the symbolic expressions of the generating series of q r and y, truncated at order k, specified for t = t i and “evaluated”. A Maple package is built, providing a suitable result for oscillating outputs or near instability points when a Runge-Kutta method is wrong.

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Benmakrouha, F., Hespel, C., Monnier, E. (2012). Generating Series for Drawing the Output of Dynamical Systems. In: Boissonnat, JD., et al. Curves and Surfaces. Curves and Surfaces 2010. Lecture Notes in Computer Science, vol 6920. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-27413-8_11

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  • DOI: https://doi.org/10.1007/978-3-642-27413-8_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-27412-1

  • Online ISBN: 978-3-642-27413-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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