Algorithm for calculating the Lyapunov exponents of switching system and its application
Author(s) -
Qingdu Li,
Jianli Guo
Publication year - 2014
Publication title -
acta physica sinica
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.199
H-Index - 47
ISSN - 1000-3290
DOI - 10.7498/aps.63.100501
Subject(s) - lyapunov exponent , nonlinear system , diagonal , manifold (fluid mechanics) , diagonal matrix , correctness , matrix (chemical analysis) , computer science , control theory (sociology) , lyapunov function , mathematics , topology (electrical circuits) , algorithm , physics , geometry , artificial intelligence , engineering , quantum mechanics , combinatorics , control (management) , composite material , mechanical engineering , materials science
Lyapunov characteristic exponent is significant for analyzing nonlinear dynamics. However, most algorithms are not applicable for the switching system. According to the traditional Jacobi method, in this paper we propose a new algorithm which can be used to compute n Lyapunov exponents for an n-dimensional switching system. We first study the geometric dynamics of two adjacent trajectories near the switching manifold, and obtain a compensation Jacobi matrix caused by switching. Then with QR-decomposition of this matrix, we compensate for the diagonal vector of R to realize the Lyapunov exponent expansion. Finally, we use the algorithm in a two-dimensional double-scrolls system, the Glass network and a spacecraft power system, and show its correctness and effectiveness by comparing the results with the Poincaré-map method.
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