Generation of Interpretable Fuzzy System Based on Evolution Strategy
Jiang Jing-ping · Dianzi xuebao · 2005
The minimal fuzzy partition,completeness and distinguishability of fuzzy partition,and consistency of rule are defined,with further analysis on Interpretability.In an attempt to develop interpretable fuzzy systems,a systematic design paradigm is proposed using evolution strategy for mixed parameter optimization.The proposed approach is applied to the design of fuzzy controller for a nonlinear plant.It is verified that the interpretable fuzzy system works very well,especially when the priori Knowledge are insufficient.