Computational complexity of iterated maps on the interval

Computational complexity of iterated maps on the interval

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Article ID: iaor20123986
Volume: 82
Issue: 8
Start Page Number: 1459
End Page Number: 1477
Publication Date: Apr 2012
Journal: Mathematics and Computers in Simulation
Authors:
Keywords: complexity, system dynamics, Lyapunov
Abstract:

The correct computation of orbits of discrete dynamical systems on the interval is considered. Therefore, an arbitrary‐precision floating‐point approach based on automatic error analysis is chosen and a general algorithm is presented. The correctness of the algorithm is shown and the computational complexity is analyzed. There are two main results. First, the computational complexity measure considered here is related to the Lyapunov exponent of the dynamical system under consideration. Second, the presented algorithm is optimal with regard to that complexity measure.

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