Theoretical Analysis of Phenotypic Diversity in Real-Valued Evolutionary Algorithms With More-Than-One-Element Replacement

This paper investigates the evolutionary dynamics of steady-state real-valued evolutionary algorithms (RVEAs) with more-than-one-element replacement theoretically, whereas most theoretical studies of RVEAs have considered single-or all-element replacement. The subject RVEAs are of interest because t...

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Bibliographic Details
Published in:	IEEE transactions on evolutionary computation Vol. 15; no. 2; pp. 248 - 266
Main Author:	Someya, Hiroshi
Format:	Journal Article
Language:	English
Published:	New York, NY IEEE 01.04.2011 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Adaptation model Algorithmics. Computability. Computer arithmetics Applied sciences Computational efficiency Computer science; control theory; systems Controllability Convergence Diversity control Dynamic tests Equations Evolution Evolutionary Evolutionary algorithms Evolutionary computation Exact sciences and technology Heuristic algorithms Islands Mathematical model Mathematical models parameter setting real-coded genetic algorithms selection pressure self-adaptive features Steady-state Studies Theoretical computing Real number Stability real-coded genetic algorithms selection pressure Evolutionary algorithm Adaptability Quantization Evolution equation Replacement Modeling Steady state Diversity control Control constraint self-adaptive features parameter setting Genetic algorithm Size effect Controllability Population size Population dynamics
ISSN:	1089-778X, 1941-0026
Online Access:	Get full text
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