An agent-based collaborative evolutionary model for multimodal optimization

Abstract

A novel approach to multimodal optimization called Roaming Agent-Based Collaborative Evolutionary Model (RACE) combining several evolutionary techniques with agent-based modeling is proposed. RACE model aims to detect multiple global and local optima by training a multi-agent system to employ various evolutionary techniques suitable for a specified… (More)
DOI: 10.1145/1388969.1389008

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