Linkage-Based Distance Metric in the Search Space of Genetic Algorithms
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Yong-Hyuk | - |
dc.contributor.author | Yoon, Yourim | - |
dc.date.available | 2020-02-28T14:45:40Z | - |
dc.date.created | 2020-02-06 | - |
dc.date.issued | 2015 | - |
dc.identifier.issn | 1024-123X | - |
dc.identifier.uri | https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/11913 | - |
dc.description.abstract | We propose a new distance metric, based on the linkage of genes, in the search space of genetic algorithms. This second-order distance measure is derived from the gene interaction graph and first-order distance, which is a natural distance in chromosomal spaces. We show that the proposed measure forms a metric space and can be computed efficiently. As an example application, we demonstrate how this measure can be used to estimate the extent to which gene rearrangement improves the performance of genetic algorithms. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | HINDAWI LTD | - |
dc.relation.isPartOf | MATHEMATICAL PROBLEMS IN ENGINEERING | - |
dc.subject | GEOMETRIC CROSSOVERS | - |
dc.subject | FITNESS LANDSCAPES | - |
dc.subject | GRAPH | - |
dc.title | Linkage-Based Distance Metric in the Search Space of Genetic Algorithms | - |
dc.type | Article | - |
dc.type.rims | ART | - |
dc.description.journalClass | 1 | - |
dc.identifier.wosid | 000353803300001 | - |
dc.identifier.doi | 10.1155/2015/680624 | - |
dc.identifier.bibliographicCitation | MATHEMATICAL PROBLEMS IN ENGINEERING | - |
dc.identifier.scopusid | 2-s2.0-84926296889 | - |
dc.citation.title | MATHEMATICAL PROBLEMS IN ENGINEERING | - |
dc.contributor.affiliatedAuthor | Yoon, Yourim | - |
dc.type.docType | Article | - |
dc.subject.keywordPlus | GEOMETRIC CROSSOVERS | - |
dc.subject.keywordPlus | FITNESS LANDSCAPES | - |
dc.subject.keywordPlus | GRAPH | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalResearchArea | Mathematics | - |
dc.relation.journalWebOfScienceCategory | Engineering, Multidisciplinary | - |
dc.relation.journalWebOfScienceCategory | Mathematics, Interdisciplinary Applications | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
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