Modeling of hierarchical fuzzy systems

نویسندگان

  • Ming-Ling Lee
  • Hung-Yuan Chung
  • Fang-Ming Yu
چکیده

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 e6ective and feasible. c © 2002 Elsevier B.V. All rights reserved.

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عنوان ژورنال:
  • Fuzzy Sets and Systems

دوره 138  شماره 

صفحات  -

تاریخ انتشار 2003