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Journal of Zhejiang University SCIENCE A

ISSN 1673-565X(Print), 1862-1775(Online), Monthly

A RAPID FUZZY RULE EXTRACTION METHOD FOR FUZZY CONTROLLER

Abstract: Based on division of the three-dimensional space from data samples, the method proposed in this paper can rapidly extract fuzzy rules by using the fuzzy information of the samples. The principle of this approach is proved theoretically. Due to its simplicity this method can be used to extract fuzzy rules in real-time for an adaptive control system. Simulation results showed that this approach is effective and practical.

Key words: fuzzy control, rule extraction, space division, sample reappearance


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DOI:

10.1631/jzus.2000.0311

CLC number:

TP183

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Received:

1998-12-26

Revision Accepted:

1999-12-15

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