Rules extraction for fuzzy control systems
Resource
Systems, Man and Cybernetics, 1989. Conference Proceedings., IEEE International Conference on
Journal
IEEE International Conference on Systems, Man and Cybernetics, 1989
Pages
-
Date Issued
1989-11
Date
1989-11
Author(s)
DOI
N/A
Abstract
A method of extracting the control rules for a fuzzy controller is proposed. The method successfully constructs the rule base for a fuzzy controller, which is usually provided by human experts. By using the concepts of cell state space and performance evaluation, an optimization algorithm is able to achieve the proper control of a process. The control rules can then be retrieved from the output of this algorithm. This method extracts qualitative control rules from the quantitative processes.
Type
journal article
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