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Article

A cluster-based differential evolution algorithm with external archive for optimization in dynamic environments.

IEEE transactions on cybernetics - 1 Jun 2013

Halder Udit, Das Swagatam, Maity Dipnakar

Abstract excerpt

This paper presents a Cluster-based Dynamic Differential Evolution with external Archive (CDDE_Ar) for global optimization in dynamic fitness landscape. The algorithm uses a multipopulation method where the entire population is partitioned into several clusters according to the spatial locations of the trial solutions. The clusters are evolved separately using a standard differential evolution algorithm. The...

Topics

Animals
Biological Evolution
Cluster Analysis
Computer Simulation
Ecosystem
Genetics, Population
Humans
Models, Genetic
Models, Statistical
Mutation

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

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PMID: 23096074
DOI: 10.1109/TSMCB.2012.2217491

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