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A fuzzy controller development tool based on evolutionary techniques

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4 Author(s)
Kavka, C. ; Dept. de Inf., Univ. Nacional de San Luis, Argentina ; Crespo, M.L. ; Wu Geng Feng ; Fu Zhong Qian

In this paper, FCDT (Fuzzy Controllers Development Tool) is presented. FCDT is a software tool that provides a graphical environment to develop and test fuzzy controllers. Complete fuzzy controllers can be defined, enhanced manually and tested on target systems. FCDT implements a neural network based algorithm that can be used to enhance automatically the fuzzy controllers and an evolutionary algorithm that allows the design of the fuzzy rule base and the number and shape of membership functions for the output variables automatically. FCDT, documentation, examples and its source code is made available in the hope that it will be useful to the research community,

Published in:

Evolutionary Computation, 1999. CEC 99. Proceedings of the 1999 Congress on  (Volume:3 )

Date of Conference:

1999