DocumentCode
2892331
Title
Nonlinear Dynamic Systems and Application to Lorenz Equation
Author
Li, Guo-dong ; Chen, De-gang ; Zhao, Zhen-Yu ; Ye, Zhen-jun
Author_Institution
Sch. of Math. & Phys., North China Electr. Power Univ., Beijing
fYear
2006
fDate
13-16 Aug. 2006
Firstpage
2093
Lastpage
2096
Abstract
We present the concept of the complexity radii of nonlinear dynamic system (NDS) with linear perturbations. In this paper we improve the algorithm of the complexity radii. As a "robust measure" of dynamic complexity of NDS, the complexity radii provide the tolerated parameter perturbation values of NDS without losing its dynamic complexity. As an application, the real complexity radii of Lorenz equation have been calculated. Numeric simulation results showed that the perturbed Lorenz equation still generates strange attractor if the norms of the corresponding parameter perturbation matrices were less that the complexity radii of the Lorenz equation
Keywords
computational complexity; equations; nonlinear dynamical systems; perturbation techniques; stability; Lorenz equation; dynamic complexity radii; linear perturbations; nonlinear dynamic systems; parameter perturbation matrices; Cybernetics; Energy management; Jacobian matrices; Linear systems; Machine learning; Mathematics; Nonlinear dynamical systems; Nonlinear equations; Numerical simulation; Physics; Piecewise linear techniques; Power system management; Robust stability; Robustness; Complexity radius; nonlinear system; strange attractor;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location
Dalian, China
Print_ISBN
1-4244-0061-9
Type
conf
DOI
10.1109/ICMLC.2006.258349
Filename
4028409
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