Modeling of hierarchical fuzzy systems

Authors:
Ming-Ling Lee;Hung-Yuan Chung;Fang-Ming Yu
Affiliations:
Department of Electrical Engineering, National Central University, Chung-Li 32054, Taiwan, ROC;Department of Electrical Engineering, National Central University, Chung-Li 32054, Taiwan, ROC;Department of Electrical Engineering, National Central University, Chung-Li 32054, Taiwan, ROC
Venue:
Fuzzy Sets and Systems - Theme: Learning and modeling
Year:
2003

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Abstract

A new kind of mapping rule base scheme is proposed to get the fuzzy rules of hierarchical fuzzy systems. The algorithm of this scheme is developed such that one can easily design the involved fuzzy rules in the middle layers of the hierarchical structure. In contrast with the conventional single layer fuzzy controller, the present method has approximate performance using the same scaling factors. Next, examples are given. At last, simulated results demonstrate that the algorithm is effective and feasible.