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A Novel Evolutionary Algorithm for Function Optimization Using MEC

Published • Dec 1, 2007
NobleIDNI6P94W34R44S82
Authors:
Lijie Li
,
Yongmei Lei
,
Ying Zhang

Abstract

This paper proposes a novel evolutionary algorithm that integrates Mind Evolutionary Computation (MEC) and non-uniform mutation. The algorithm greatly extends MEC to explore the tradeoff between exploration and exploitation for optimizing multimodal functions. Similartaxis mecha- nism drives the pro...

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