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基于神经网络的带遗传算法的模糊控制器
FUZZY CONTROLLER BASED ON NEURAL NETWORK WITH GENETIC ALGORITHM LEARNING
【摘要】 研究如何将模糊逻辑系统(FLS)、人工神经网络(ANN)及遗传算法(GA)相结合,构成一个有机的控制器,从而达到准确、快速的控制.
【Abstract】 This paper provides a Fuzzy Controller System(FCS)based on Neural Network(NN)with Genetic Algorithm(GA)learning method. It is known that using the BP algorithm to train a neural network always gets a local optimal solution. However, GA in this paper is global optinization techniques that avoid many of the shortcomings exhibited by local search techniques in difficult search spaces.
- 【文献出处】 华南理工大学学报(自然科学版) ,JOURNAL OF SOUTH CHINA UNIVERSITY OF TECHNOLOGY(NATURAL SCIENCE) , 编辑部邮箱 ,1999年01期
- 【分类号】TP18
- 【被引频次】14
- 【下载频次】137