TIME-VARYING MODIFYING FACTOR FUZZY CONTROLLER BASED ON AN EXACT FAST SIMULATED ANNEALING

摘要：

By continuing the control surfaces of the time-varying modifying factor analytic expression method, a new algorithm is constructed to improve the properties of the fuzzy controller obviously. The algorithm has two merits: (a) Static error is erased by fuzzy method (b) Operation speed is fast. The excellent quality control and rapid response real time system can be realized together. Furthermore, the exact fast simulated annealing improved by us is applied to optimize the fuzzy controller automatically. The self-optimizing fuzzy system made by the two methods shows fine performances in simulating experiments.

关键词： Fuzzy controller Time-varying modifying factor Partly continuous Simulated annealing

作者: JING-SONG HU JIA-BING WANG GUI-WU HU

作者单位: Computer Science and Engineering Department, South China University of Technology, Guangzhou 510640, Department of mathematics computational science, Guangdong Business College, Guangzhou 510320, China

会议类型: 国际会议

会议名称: 2008 International Conference on Machine Learning and Cybernetics(2008机器学习与控制论国际会议)

会议地点: 昆明

会议语种:英文

页码: 2181-2186

在线出版日期: 2008-07-12（万方平台首次上网日期，不代表论文的发表时间）