{"id":"https://openalex.org/W4387917770","doi":"https://doi.org/10.1109/tsmc.2023.3322718","title":"Dynamic Multiobjective Evolutionary Optimization via Knowledge Transfer and Maintenance","display_name":"Dynamic Multiobjective Evolutionary Optimization via Knowledge Transfer and Maintenance","publication_year":2023,"publication_date":"2023-10-24","ids":{"openalex":"https://openalex.org/W4387917770","doi":"https://doi.org/10.1109/tsmc.2023.3322718"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2023.3322718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2023.3322718","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066935890","display_name":"Qiuzhen Lin","orcid":"https://orcid.org/0000-0003-2415-0401"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuzhen Lin","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2415-0401","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074746832","display_name":"Yulong Ye","orcid":"https://orcid.org/0000-0002-7540-9105"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulong Ye","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103127486","display_name":"Lijia Ma","orcid":"https://orcid.org/0000-0002-1201-8051"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijia Ma","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-1201-8051","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017961841","display_name":"Min Jiang","orcid":"https://orcid.org/0000-0003-2946-6974"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Jiang","raw_affiliation_strings":["School of Informatics, Xiamen University, Fujian, China"],"raw_orcid":"https://orcid.org/0000-0003-2946-6974","affiliations":[{"raw_affiliation_string":"School of Informatics, Xiamen University, Fujian, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025285243","display_name":"Kay Chen Tan","orcid":"https://orcid.org/0000-0002-6802-2463"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kay Chen Tan","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hong Kong, SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-6802-2463","affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.2907,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.9818508,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"54","issue":"2","first_page":"936","last_page":"949"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7370089888572693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6209613084793091},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.5915437340736389},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5449177622795105},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.48583289980888367},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.47614407539367676},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4753046929836273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46440720558166504},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.4512811601161957},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4490516781806946},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44877421855926514},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4163750410079956},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.41352295875549316},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34160763025283813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17006564140319824},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.13478323817253113}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7370089888572693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6209613084793091},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.5915437340736389},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5449177622795105},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.48583289980888367},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.47614407539367676},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4753046929836273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46440720558166504},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.4512811601161957},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4490516781806946},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44877421855926514},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4163750410079956},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.41352295875549316},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34160763025283813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17006564140319824},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.13478323817253113},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2023.3322718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2023.3322718","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G2121792758","display_name":null,"funder_award_id":"62002239","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2757623951","display_name":null,"funder_award_id":"U21A20512","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4384829933","display_name":null,"funder_award_id":"PolyU11211521","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"},{"id":"https://openalex.org/G4931443206","display_name":null,"funder_award_id":"PolyU15218622","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"},{"id":"https://openalex.org/G5023856971","display_name":null,"funder_award_id":"62173236","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7572696509","display_name":null,"funder_award_id":"1-ZE0C","funder_id":"https://openalex.org/F4320322598","funder_display_name":"Hong Kong Polytechnic University"},{"id":"https://openalex.org/G8781014538","display_name":null,"funder_award_id":"62376163","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8950193825","display_name":null,"funder_award_id":"62276222","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"},{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W52041091","https://openalex.org/W225560312","https://openalex.org/W1522538275","https://openalex.org/W1968173975","https://openalex.org/W1985242550","https://openalex.org/W2016944307","https://openalex.org/W2064447488","https://openalex.org/W2088252378","https://openalex.org/W2126017757","https://openalex.org/W2132340807","https://openalex.org/W2137837859","https://openalex.org/W2142844925","https://openalex.org/W2143381319","https://openalex.org/W2149466042","https://openalex.org/W2159126105","https://openalex.org/W2165698076","https://openalex.org/W2170798597","https://openalex.org/W2172164221","https://openalex.org/W2341115255","https://openalex.org/W2484930447","https://openalex.org/W2529345806","https://openalex.org/W2583496274","https://openalex.org/W2612032753","https://openalex.org/W2728662587","https://openalex.org/W2770581177","https://openalex.org/W2803896320","https://openalex.org/W2805524021","https://openalex.org/W2808787830","https://openalex.org/W2901888116","https://openalex.org/W2949979053","https://openalex.org/W2954424132","https://openalex.org/W2955296263","https://openalex.org/W2963275094","https://openalex.org/W2964769212","https://openalex.org/W2997701990","https://openalex.org/W3027186203","https://openalex.org/W3037258640","https://openalex.org/W3043257788","https://openalex.org/W3087474410","https://openalex.org/W3091083611","https://openalex.org/W3099100043","https://openalex.org/W3099514962","https://openalex.org/W3120732119","https://openalex.org/W3136958253","https://openalex.org/W3165370839","https://openalex.org/W3183992282","https://openalex.org/W3204226352","https://openalex.org/W4206289382","https://openalex.org/W4210468259","https://openalex.org/W4221135157","https://openalex.org/W4226291828","https://openalex.org/W4280542333","https://openalex.org/W4281643162","https://openalex.org/W4281917286","https://openalex.org/W4295832354","https://openalex.org/W4320473947","https://openalex.org/W4362600622","https://openalex.org/W6608886761","https://openalex.org/W6631460888","https://openalex.org/W6675747103"],"related_works":["https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W3134440233","https://openalex.org/W2751605210","https://openalex.org/W2068949283","https://openalex.org/W3151104768","https://openalex.org/W2419109832","https://openalex.org/W2891428731"],"abstract_inverted_index":{"This":[0],"article":[1],"suggests":[2],"a":[3,53,72,85,126],"new":[4,80,104,131],"dynamic":[5,109],"multiobjective":[6],"evolutionary":[7],"algorithm":[8],"(DMOEA)":[9],"with":[10],"Knowledge":[11],"Transfer":[12],"and":[13,24,36,61,119,140,169],"Maintenance,":[14],"called":[15],"KTM-DMOEA,":[16],"which":[17,67,98,133],"aims":[18],"to":[19,43,57,107,124,135,150],"alleviate":[20,136],"the":[21,26,59,90,108,115,137,143,155,159],"negative":[22,138],"transfer":[23,33,139],"enhance":[25,142],"optimization":[27],"efficiency.":[28],"Two":[29],"strategies,":[30],"i.e.,":[31],"knowledge":[32,37,46],"prediction":[34],"(KTP)":[35],"maintenance":[38],"sampling":[39],"(KMS),":[40],"are":[41,122],"proposed":[42],"excavate":[44],"useful":[45],"from":[47,71],"historical":[48],"environments.":[49],"Particularly,":[50],"KTP":[51,118],"is":[52,84],"discriminative":[54],"predictor":[55,87],"designed":[56],"reduce":[58],"feature":[60],"distribution":[62,91],"divergences":[63],"across":[64],"distinct":[65],"environments,":[66],"classifies":[68],"high-quality":[69],"solutions":[70,78,94,102],"large":[73],"number":[74],"of":[75,92,117,146,161,167],"randomly":[76],"generated":[77],"in":[79,95,103,130,163],"environment.":[81],"Moreover,":[82],"KMS":[83,120],"generative":[86],"by":[88],"modeling":[89],"elitist":[93],"last":[96],"environment,":[97,132],"can":[99],"sample":[100],"superior":[101,127],"environment":[105],"according":[106],"change":[110],"trends.":[111],"In":[112],"this":[113],"way,":[114],"advantages":[116,160],"strategies":[121],"combined":[123],"produce":[125],"initial":[128],"population":[129],"help":[134],"resultantly":[141],"overall":[144],"performance":[145],"KTM-DMOEA.":[147],"When":[148],"compared":[149],"several":[151],"recently":[152],"reported":[153],"DMOEAs,":[154],"experimental":[156],"results":[157],"validate":[158],"KTM-DMOEA":[162],"tackling":[164],"most":[165],"cases":[166],"benchmark":[168],"real-world":[170],"problems.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
