Three-Dimensional Genetic Algorithm for the Kirkman's Schoolgirl Problem

dc.contributor.authorMerta, Jan
dc.contributor.authorBrandejsky, Tomas
dc.coverage.issue1cs
dc.coverage.volume24cs
dc.date.accessioned2019-06-26T10:18:35Z
dc.date.available2019-06-26T10:18:35Z
dc.date.issued2018-06-01cs
dc.description.abstractThis paper focuses on the possibilities of multidimensional genetic algorithms and relevant genetic operators. After the literature overview we used a three-dimensional genetic algorithm to solve a combinatorial task called Kirkman’s Schoolgirl Problem. The first results were not good, but we improved convergence of an algorithm by adding more genetic operators. We also used problem dependent mutation, where we tried to repair the incorrect solution by using the simple heuristic method. Finally, we got a solid number of correct solutions, but we know there is enough room for other improvements.en
dc.formattextcs
dc.format.extent25-30cs
dc.format.mimetypeapplication/pdfen
dc.identifier.citationMendel. 2018 vol. 24, ÄŤ. 1, s. 25-30. ISSN 1803-3814cs
dc.identifier.doi10.13164/mendel.2018.1.025en
dc.identifier.issn2571-3701
dc.identifier.issn1803-3814
dc.identifier.urihttp://hdl.handle.net/11012/179220
dc.language.isoencs
dc.publisherInstitute of Automation and Computer Science, Brno University of Technologycs
dc.relation.ispartofMendelcs
dc.relation.urihttps://mendel-journal.org/index.php/mendel/article/view/16cs
dc.rights.accessopenAccessen
dc.subjectmultidimensional genetic algorithmsen
dc.subjectthree-dimensional genetic algorithmen
dc.subjectmultidimensional chromosomeen
dc.subjectKirkman’s Schoolgirl Problemen
dc.titleThree-Dimensional Genetic Algorithm for the Kirkman's Schoolgirl Problemen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
eprints.affiliatedInstitution.facultyFakulta strojního inženýrstvícs
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