Matlab Code for Lyapunov Exponents of Fractional-Order Systems
Abstract
In this paper, the Benettin-Wolf algorithm to determine all Lyapunov exponents for a class of fractional-order systems modeled by Caputo's derivative and the corresponding Matlab code are presented. First, it is proved that the considered class of fractional-order systems admits the necessary variational system necessary to find the Lyapunov exponents. The underlying numerical method to solve the extended system of fractional order, composed of the initial value problem and the variational system, is the predictor-corrector Adams-Bashforth-Moulton for fractional differential equations. The Matlab program prints and plots the Lyapunov exponents as function of time. Also, the programs to obtain Lyapunov exponents as function of the bifurcation parameter and as function of the fractional order are described. The Matlab program for Lyapunov exponents is developed from an existing Matlab program for Lyapunov exponents of integer order. To decrease the computing time, a fast Matlab program which implements the Adams-Bashforth-Moulton method, is utilized. Four representative examples are considered.
- Publication:
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International Journal of Bifurcation and Chaos
- Pub Date:
- May 2018
- DOI:
- arXiv:
- arXiv:1804.01143
- Bibcode:
- 2018IJBC...2850067D
- Keywords:
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- Physics - Computational Physics;
- Nonlinear Sciences - Chaotic Dynamics
- E-Print:
- accepted