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
Link To Document :
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