Zhang Jing. Identifying Chaotic System Based on Adaptable T-S Fuzzy Model and Algorithms of GA-Annealing Strategy[J]. Journal of Electronics & Information Technology, 2007, 29(7): 1753-1756. doi: 10.3724/SP.J.1146.2006.00050
Citation:
Zhang Jing. Identifying Chaotic System Based on Adaptable T-S Fuzzy Model and Algorithms of GA-Annealing Strategy[J]. Journal of Electronics & Information Technology, 2007, 29(7): 1753-1756. doi: 10.3724/SP.J.1146.2006.00050
Zhang Jing. Identifying Chaotic System Based on Adaptable T-S Fuzzy Model and Algorithms of GA-Annealing Strategy[J]. Journal of Electronics & Information Technology, 2007, 29(7): 1753-1756. doi: 10.3724/SP.J.1146.2006.00050
Citation:
Zhang Jing. Identifying Chaotic System Based on Adaptable T-S Fuzzy Model and Algorithms of GA-Annealing Strategy[J]. Journal of Electronics & Information Technology, 2007, 29(7): 1753-1756. doi: 10.3724/SP.J.1146.2006.00050
A adaptable T-S fuzzy model which membership functions , structure and parameters optimized by the algorithms of GA-Annealing strategy is proposed to identify chaotic system . Based on this, the asymptotic stability algorithm of fuzzy control having simple and effective control laws is employed. That the system can efficiently track the objective functions which can be either period orbits or continuous variable functions is also proved , if the precision of the adaptable T-S fuzzy model is good. The simulations to control chaotic system models of Logistic system and Henon system show the effectiveness and feasibility of the proposed method.
Lorenz E N. Determinstic nonperiodic flow[J].J. Atmos. Sci.1963, 20:130-1412.0.CO;2' target='_blank'>[2]Hao B L. (ed). Chaos[M] . Singapore: World Scientific, 1984: 3-230.[3]张静. 基于遗传模拟退火的广义T-S模糊模型的混沌系统辨识[J]. 计算机应用, 2005, 25(11): 2671-2675.[4]张化光,何希勤. 模糊自适应控制理论及其应用[M]. 北京:北京航空航天大学出版社, 2002: 100-250.[5]周明, 孙树栋. 遗传算法原理及应用[M]. 北京:国防工业出版社, 1999: 100-150.[6]王立新.模糊系统与模糊控制教程[M]. 北京:清华大学出版社,2003, 12:110.[7]Li Z, Zhang B, amd Mao Z Y. Strange attractors in permanent-magnet synchronous motors[A]. IEEE Proceedings of 1999 International Conference on Power Electronics and Drive Systems[C], Hong Kong, 1999: 150- 155.