Auto-Generation of Fuzzy Production Production Rules Using Hyper Elliptic Cone Membership Function by Genetic Algorithm

摘要

We had already presented an auto-generation technique for fuzzy production rules using hyper cone membership function by Genetic Algorithm. In this method, however, there is the problem that the shape of fuzzy subsets is limited to hyper sphere. In this paper, we expand the shape of fuzzy subsets to be elliptic and present an auto-generation technique for fuzzy production rules. We apply this method to a line pursuit control problem and compare it with the method using hyper non-elliptic cone membership function.