基于规则的自学习控制算法
A Rule-based Self-learning Algorithm for Process Control
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摘要: 本文对模糊控制器中使用的一些模糊集的资格函数做一些假定后，给出了用模糊集和语言变量描述的控制规则的表达方法．在介绍了基本的单输出模糊控制算法之后，以过程粗略的增量模型为基础给出了自动修改和建立新控制规则的算法．最后给出了仿真结果．Abstract: After giving some reasonable assumptions for membership function which is usedin fuzzy controller,we formulate a simple method to express control rules,obtainedfrom human experiences and producted from linguistic terms.Next a fuzzy controllerfor single output systems is introduced.Then relying on simple reference model wedescribe a self-learning algorithm implementing rule modification and rule creation.Simulation result is also shown.
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