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dc.contributor.authorKukkonen, Saku
dc.contributor.authorCoello Coello, Carlos A
dc.contributor.editor-
dc.date.accessioned2020-01-08T11:45:39Z
dc.date.available2020-01-08T11:45:39Z
dc.date.issued2019
dc.identifier.urihttps://erepo.uef.fi/handle/123456789/7897
dc.description.abstractIn this paper, a simple and effective termination condition for both single- and multi-objective evolutionary algorithms has been proposed. The termination condition is based on simply observing objective values of solution candidates during generations. Effectiveness of the termination condition is self-evident with single-objective problems but unclear with multi-objective problems. Therefore, experiments with some well known bi- and tri-objective test problems have been performed. The proposed termination condition is implemented in Generalized Differential Evolution (GDE) that is a general purpose optimization algorithm for both single- and multi-objective optimization with or without constraints. Our preliminary results indicate that the proposed termination condition is a suitable termination condition also with multi-objective problems. With the termination condition and a control parameter adaptation technique previously introduced, GDE has become a fully automated optimization algorithm that can be used by any optimization practitioner.
dc.language.isoenglanti
dc.publisherIEEE
dc.relation.ispartof2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings
dc.relation.urihttp://dx.doi.org/10.1109/CEC.2019.8790292
dc.rightsAll rights reserved
dc.titleA Simple and Effective Termination Condition for Both Single- and Multi-Objective Evolutionary Algorithms
dc.description.versionfinal draft
dc.contributor.departmentSchool of Computing, activities
uef.solecris.id65177531en
dc.type.publicationArtikkelit ja abstraktit tieteellisissä konferenssijulkaisuissa
dc.rights.accessrights© IEEE
dc.relation.doi10.1109/CEC.2019.8790292
dc.description.reviewstatuspeerReviewed
dc.format.pagerange3053-3059
dc.relation.isbn978-1-7281-2153-6
dc.rights.accesslevelopenAccess
dc.type.okmA4
uef.solecris.openaccessEi


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