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混沌在模糊控制规则优化中的应用研究
The Application of Chaos to the Optimization of Fuzzy Control Rules
【摘要】 利用混沌 (Chaos)所特有的随机性、遍历性及规律性 ,将其应用于一类复杂非线性时变过程的模糊控制规则优化中 ,提出了一种利用混沌进行模糊规则参数优化的方法。仿真结果表明 ,该算法具有较强的全局搜索能力和较快的搜索速度 ,是一种适用的优化策略
【Abstract】 The randomity, adaptivity and regularity specially held by chaos are applied to the optimization of fuzzy control rules in the process of complex non linear time variation. Also, an optimization algorithm to optimize the fuzzy control rule parameters is suggested using the chaos theory. The results from the example simulation indicate that the algorithm has the strong and overall searching ability and fast searching speed so that it is a kind of adaptable optimization tactics.
【关键词】 混沌;
模糊控制规则;
优化;
混沌优化算法;
【Key words】 chaos; fuzzy control rule; optimization; chaos optimization algorithm;
【Key words】 chaos; fuzzy control rule; optimization; chaos optimization algorithm;
- 【文献出处】 西安理工大学学报 ,JOURNAL OF XI’AN UNIVERSITY OF TECHNOLOGY , 编辑部邮箱 ,2000年03期
- 【分类号】TP13
- 【被引频次】15
- 【下载频次】85