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

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dc.contributor.authorHu, Yaru
dc.contributor.authorZheng, Jinhua
dc.contributor.authorJiang, Shouyong
dc.contributor.authorYang, Shengxiang
dc.contributor.authorZou, Juan
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.contributor.institutionUniversity of Aberdeen.Machine Learningen
dc.date.accessioned2022-12-15T00:13:59Z
dc.date.available2022-12-15T00:13:59Z
dc.date.embargoedUntil2022-12-15
dc.date.issued2023-04-01
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.description.statusPeer revieweden
dc.format.extent14
dc.format.extent5731299
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.doi10.1109/TCYB.2021.3128584
dc.identifier.iss4en
dc.identifier.issn2168-2267
dc.identifier.urihttps://hdl.handle.net/2164/19729
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85121816205&partnerID=8YFLogxKen
dc.identifier.vol53en
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

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