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模糊控制器隶属函数曲线的优化方法 被引量:2

A Optimization Method for Fuzzy Membership Function Based on Genetic Algorithms
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摘要 应用遗传算法优化隶属函数曲线的疏密分布 ,阐述了优化的基本原理和具体实施过程 ,最后将该算法应用于一类对象模糊控制系统的设计中。仿真结果表明 This paper presents a new method for optimization of fuzzy membership function shape based on genetic algorithms. It can produce optimal or sub-optimal parameters of membership function.The shape of fuzzy membership function can be adjusted by the optimal parameters.Simulation and compare this scheme with general fuzzy control demonstrates the efficacy of this scheme.
出处 《太原理工大学学报》 CAS 2003年第3期273-275,共3页 Journal of Taiyuan University of Technology
基金 山西省自然科学基金项目 ( 2 0 0 0 10 3 4) 山西省留学回国人员基金项目 ( 2 0 0 0 2 7)
关键词 模糊控制器 隶属函数曲线 优化 遗传算法 模糊控制系统 仿真 fuzzy control membership function optimization genetic algorithms
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