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2型非单点模糊逻辑控制器的遗传算法优化

Genetic Algorithm Optimization for Type-2 Non-singleton Fuzzy Logic Controllers

作者:Ricardo Martinez-Soto;Oscar Castillo;Juan R. Castro 加工时间:2015-08-28 信息来源:科技报告(Other) 索取原文[16 页]
关键词:单点模糊逻辑控制器;轨迹跟踪;移动机器人
摘 要:In this chapter we study the automatic design of type-2 non-singleton fuzzy logic controller. To test the controller we use an autonomous mobile robot for the trajectory tracking control. We take the basis of the interval type-2 fuzzy logic controller of previous work for the extension to the type-2 non-singleton fuzzy logic controller. A genetic algorithm is used to obtain an automatic design of the type-2 non-singleton fuzzy logic controller (NSFLC). Simulation results are obtained with Simulink showing the behavior of the mobile robot whit this type of controller.
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