Review and Study of Genotypic Diversity Measures for Real-Coded Representations

Abstract

The exploration/exploitation balance is a major concern in the control of evolutionary algorithms (EAs) performance. Exploration is associated with the distribution of individuals on a landscape, and can be estimated by a genotypic diversity measure (GDM). In contrast, exploitation is related to individual responses, which can be described with a phenotypic… (More)
DOI: 10.1109/TEVC.2011.2170075

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