Peak Identification in Evolutionary Multimodal Optimization: Model, Algorithms, and Metrics
Yu-Hui Zhang,
Zi-Jia Wang
Abstract:In this paper, we present a two-phase multimodal optimization model designed to efficiently and accurately identify multiple optima. The first phase employs a population-based search algorithm to locate potential optima, while the second phase introduces a novel peak identification (PI) procedure to filter out non-optimal solutions, ensuring that each identified solution represents a distinct optimum. This approach not only enhances the effectiveness of multimodal optimization but also addresses the issue of r… Show more
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