Please use this identifier to cite or link to this item: http://hdl.handle.net/1822/51556

TitleAn adaptive constraint handling technique for evolutionary algorithms
Author(s)Costa, Lino
Espírito Santo, I. A. C. P.
Oliveira, Pedro
KeywordsConstraint handling
Evolutionary algorithms
Numerical optimization
Issue dateSep-2010
PublisherAmerican Institute of Physics
JournalAIP Conference Proceedings
Abstract(s)In global optimization with evolutionary algorithms, constraint handling presents major difficulties, specially, in the case of equality constraints. Several techniques have been proposed to overcome this difficulty. In this work, an adaptive constraint handling technique is studied on a set of test problems with two evolutionary algorithms. The preliminary results seem to indicate that the proposed adaptive technique produces results with better quality in terms of objective function values and constraint violations.
TypeConference paper
URIhttp://hdl.handle.net/1822/51556
ISBN978-0-7354-0834-0
DOI10.1063/1.3498659
ISSN0094-243X
Peer-Reviewedyes
AccessRestricted access (UMinho)
Appears in Collections:CAlg - Artigos em livros de atas/Papers in proceedings

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