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Erschienen in:
2004 | OriginalPaper | Buchkapitel
A Cooperative Coevolutionary Multiobjective Algorithm Using Non-dominated Sorting
verfasst von : Antony W. Iorio, Xiaodong Li
Erschienen in: Genetic and Evolutionary Computation – GECCO 2004
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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The following paper describes a cooperative coevolutionary algorithm which incorporates a novel collaboration formation mechanism. It encourages rewarding of components participating in successful collaborations from each sub-population. The successfulness of the collaboration is measured by a non-dominated sorting procedure. The algorithm has demonstrated it can perform comparably with the NSGA-II on some multiobjective function optimization problems.