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This paper applies rule-based cooperative particle swarm optimization (RCPSO) to fuzzy controller design. Initially, there are no rules in the RCPSO-designed fuzzy rule-based system. An on-line clustering-based algorithm is used to generate new fuzzy rules automatically during fuzzy control process. For each newly generated fuzzy rule, the RCPSO optimizes all of its antecedent and consequent parameters...
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