corner
corner

Phys. Rev. E 63, 026203 (2001) [14 pages]

Numerical study of Lyapunov exponents for products of correlated random matrices

Download: PDF (263 kB) Buy this article Export: BibTeX or EndNote (RIS)

Hiroaki Yamada*
Department of Material Science and Technology, Faculty of Engineering, Niigata University, Ikarashi 2-Nocho 8050, Niigata 950-2181, Japan

Tsuneyasu Okabe
Japan Science and Technology Corporation, National Institute of Materials and Chemical Research, Higashi 1-1, Tukuba, 305-8565, Japan

Received 9 May 2000; revised 28 August 2000; published 18 January 2001

We numerically study Lyapunov spectra and the maximal Lyapunov exponent (MLE) in products of real symplectic correlated random matrices, each of which is generated by a modified Bernoulli map. We can systematically investigate the influence of the correlation on the Lyapunov exponents because the statistical properties of the sequence generated by the map, whose correlation function shows power-law decay, have been well investigated. It is shown that the form of the scaled Lyapunov spectra does not change much even if the correlation of the sequence increases in the stationary region, and in the nonstationary region the forms are quite different from those obtained in the δ-correlated purely random case. The fluctuation strength dependence of the MLE changes with increasing correlation, and a different scaling law from that of the δ-correlated case can be observed in the nonstationary region. Moreover, the statistical properties of the probability distribution of the local Lyapunov exponents are quite different from those obtained from δ-correlated random matrices. Slower convergence that does not obey the central-limit theorem is observed for increasing correlation.

© 2001 The American Physical Society

URL:
http://link.aps.org/doi/10.1103/PhysRevE.63.026203
DOI:
10.1103/PhysRevE.63.026203
PACS:
05.45.-a, 05.40.-a, 72.15.Rn, 02.30.Xx

*Electronic address: hyamada@cc.niigata-u.ac.jp

Present address: Language Institute, The University of Waikato, P.O. Box 1317, Waikato Mail Center, Hamilton, New Zealand. Electronic address: okabe@tsphys.eng.niigata-u.ac.jp