Estudo Dos Mecanismos De Funcionamento Do Algoritmo De Evolução Diferencial

Abstract

This work presents theoretical considerations and experimental studies on the working mechanisms of the differential evolution (DE) algorithm for nonlinear optimization. A constant relationship between the covariance matrix of the population at a given iteration of the algorithm, and the corresponding covariance matrix of the probability distribution for the differential mutation operator, represented by the set of all possible mutation vectors, is obtained. This relationship is then employed for analyzing the adaptive behavior of the differential evolution algorithm.

Publication DOI: https://doi.org/10.21528/cbic2011-26.2
Divisions: College of Engineering & Physical Sciences > Computer Science
College of Engineering & Physical Sciences
Additional Information: © Sociedade Brasileira de Inteligencia Computacional (SBIC)
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Related URLs: http://abricom. ... c_2011/st_26_2/ (Publisher URL)
PURE Output Type: Conference contribution
Published Date: 2011
Authors: Goulart, Fillipe
Campelo, Felipe (ORCID Profile 0000-0001-8432-4325)
Ramírez, Jaime A.

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