中国物理B ›› 2011, Vol. 20 ›› Issue (6): 60502-060502.doi: 10.1088/1674-1056/20/6/060502
李念强, 潘炜, 闫连山, 罗斌, 徐明峰, 江宁
收稿日期:
2010-12-04
修回日期:
2011-01-24
出版日期:
2011-06-15
发布日期:
2011-06-15
基金资助:
Li Nian-Qiang (李念强), Pan Wei (潘炜), Yan Lian-Shan (闫连山), Luo Bin (罗斌), Xu Ming-Feng (徐明峰), Jiang Ning (江宁)
Received:
2010-12-04
Revised:
2011-01-24
Online:
2011-06-15
Published:
2011-06-15
Supported by:
摘要: We present an approach in which the differential evolution (DE) algorithm is used to address identification problems in chaotic systems with or without delay terms. Unlike existing considerations, the scheme is able to simultaneously extract (i) the commonly considered parameters, (ii) the delay, and (iii) the initial state. The main goal is to present and verify the robustness against the common white Guassian noise of the DE-based method. Results of the time-delay logistic system, the Mackey-Glass system and the Lorenz system are also presented.
中图分类号: (Nonlinear dynamics and chaos)
李念强, 潘炜, 闫连山, 罗斌, 徐明峰, 江宁. Parameter estimation for chaotic systems with and without noise using differential evolution-based method[J]. 中国物理B, 2011, 20(6): 60502-060502.
Li Nian-Qiang (李念强), Pan Wei (潘炜), Yan Lian-Shan (闫连山), Luo Bin (罗斌), Xu Ming-Feng (徐明峰), Jiang Ning (江宁). Parameter estimation for chaotic systems with and without noise using differential evolution-based method[J]. Chin. Phys. B, 2011, 20(6): 60502-060502.
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