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Handling Dynamic Multiobjective Optimization Environments via Layered Prediction and Subspace-Based Diversity Maintenance

dc.contributor.authorHu, Yaru
dc.contributor.authorZheng, Jinhua
dc.contributor.authorJiang, Shouyong
dc.contributor.authorYang, Shengxiang
dc.contributor.authorZou, Juan
dc.date.accessioned2023-08-18T23:05:40Z
dc.date.available2023-08-18T23:05:40Z
dc.date.issued2023-04-01
dc.identifier208681503
dc.identifier2441cd57-5426-457e-ad79-1ecce387c3fd
dc.identifier85121816205
dc.identifier85121816205
dc.identifier.citationHu , Y , Zheng , J , Jiang , S , Yang , S & Zou , J 2023 , ' Handling Dynamic Multiobjective Optimization Environments via Layered Prediction and Subspace-Based Diversity Maintenance ' , IEEE Transactions on Cybernetics , vol. 53 , no. 4 , pp. 2572 - 2585 . https://doi.org/10.1109/TCYB.2021.3128584en
dc.identifier.issn2168-2267
dc.identifier.urihttp://aura-test.abdn.ac.uk/handle/2164/19729
dc.descriptionThis work was supported in part by the National Natural Science Foundation of China under Grant 62176228 and Grant 61876164; in part by the Natural Science Foundation of Hunan Province under Grant 2020JJ4590; and in part by the Education Department Major Project of Hunan Province under Grant 17A212.en
dc.format.extent14
dc.format.extent5731299
dc.language.isoeng
dc.relation.ispartofIEEE Transactions on Cyberneticsen
dc.subjectChange responseen
dc.subjectConvergenceen
dc.subjectdynamic multiobjective optimization (DMO)en
dc.subjectgap fillingen
dc.subjectHeuristic algorithmsen
dc.subjectlayered prediction (LP)en
dc.subjectLinear programmingen
dc.subjectMaintenance engineeringen
dc.subjectOptimizationen
dc.subjectSociologyen
dc.subjectStatisticsen
dc.subjectsubspace-based diversity maintenance (SDM)en
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subjectSoftwareen
dc.subjectControl and Systems Engineeringen
dc.subjectInformation Systemsen
dc.subjectHuman-Computer Interactionen
dc.subjectComputer Science Applicationsen
dc.subjectElectrical and Electronic Engineeringen
dc.subjectSupplementary Dataen
dc.subject.lccQA75en
dc.titleHandling Dynamic Multiobjective Optimization Environments via Layered Prediction and Subspace-Based Diversity Maintenanceen
dc.typeJournal articleen
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.contributor.institutionUniversity of Aberdeen.Machine Learningen
dc.description.statusPeer revieweden
dc.identifier.doihttps://doi.org/10.1109/TCYB.2021.3128584
dc.date.embargoedUntil2022-12-15
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85121816205&partnerID=8YFLogxKen
dc.identifier.vol53en
dc.identifier.iss4en


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