{"id":"https://openalex.org/W4413010796","doi":"https://doi.org/10.1109/tevc.2025.3596468","title":"Evolutionary Dynamic Multiobjective Optimization With Learning Across Problems","display_name":"Evolutionary Dynamic Multiobjective Optimization With Learning Across Problems","publication_year":2025,"publication_date":"2025-08-06","ids":{"openalex":"https://openalex.org/W4413010796","doi":"https://doi.org/10.1109/tevc.2025.3596468"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2025.3596468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2025.3596468","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"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 Evolutionary Computation","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/A5054330455","display_name":"Yuling Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]},{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuling Xie","raw_affiliation_strings":["Chongqing Key Laboratory of Logistics and Supply Chain Innovation and the School of Economics and Business Administration, Chongqing University, Chongqing, China","the School of Economics and Business Administration, Chongqing Key Laboratory of Logistics and Supply Chain Innovation, Chongqing University, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Logistics and Supply Chain Innovation and the School of Economics and Business Administration, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I145581781","https://openalex.org/I158842170"]},{"raw_affiliation_string":"the School of Economics and Business Administration, Chongqing Key Laboratory of Logistics and Supply Chain Innovation, Chongqing University, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087552882","display_name":"Quanwu Zhao","orcid":"https://orcid.org/0000-0003-0205-1488"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]},{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanwu Zhao","raw_affiliation_strings":["Chongqing Key Laboratory of Logistics and Supply Chain Innovation and the School of Economics and Business Administration, Chongqing University, Chongqing, China","the School of Economics and Business Administration, Chongqing Key Laboratory of Logistics and Supply Chain Innovation, Chongqing University, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Logistics and Supply Chain Innovation and the School of Economics and Business Administration, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I145581781","https://openalex.org/I158842170"]},{"raw_affiliation_string":"the School of Economics and Business Administration, Chongqing Key Laboratory of Logistics and Supply Chain Innovation, Chongqing University, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087706911","display_name":"Wei Zhou","orcid":"https://orcid.org/0000-0001-8681-7326"},"institutions":[{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhou","raw_affiliation_strings":["National Engineering Laboratory for Big Data System Computing Technology, School of Artificial Intelligence, Shenzhen University, Shenzhen, China","School of Artificial Intelligence, National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-8681-7326","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data System Computing Technology, School of Artificial Intelligence, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]},{"raw_affiliation_string":"School of Artificial Intelligence, National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052762681","display_name":"Zexuan Zhu","orcid":"https://orcid.org/0000-0001-8479-6904"},"institutions":[{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zexuan Zhu","raw_affiliation_strings":["National Engineering Laboratory for Big Data System Computing Technology, School of Artificial Intelligence, Shenzhen University, Shenzhen, China","School of Artificial Intelligence, National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-8479-6904","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data System Computing Technology, School of Artificial Intelligence, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]},{"raw_affiliation_string":"School of Artificial Intelligence, National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7708,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87365233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"29","issue":"5","first_page":"1561","last_page":"1574"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9890000224113464,"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":0.9890000224113464,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6043182015419006},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5426161885261536},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5327199697494507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49615225195884705},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.46229737997055054},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.450251042842865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.362460196018219},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22952693700790405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6043182015419006},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5426161885261536},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5327199697494507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49615225195884705},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.46229737997055054},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.450251042842865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.362460196018219},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22952693700790405}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2025.3596468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2025.3596468","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"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 Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3814151489","display_name":null,"funder_award_id":"2020YFB1712900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5433012282","display_name":null,"funder_award_id":"2022YFF1202104","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6411840069","display_name":null,"funder_award_id":"2024CDJSKPT14","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1574490530","https://openalex.org/W1968173975","https://openalex.org/W1999113027","https://openalex.org/W2098907614","https://openalex.org/W2143381319","https://openalex.org/W2153654820","https://openalex.org/W2319729710","https://openalex.org/W2344134522","https://openalex.org/W2484930447","https://openalex.org/W2529345806","https://openalex.org/W2583496274","https://openalex.org/W2612032753","https://openalex.org/W2803896320","https://openalex.org/W2941761872","https://openalex.org/W2949979053","https://openalex.org/W2954424132","https://openalex.org/W2963014601","https://openalex.org/W2974996488","https://openalex.org/W3014409093","https://openalex.org/W3027186203","https://openalex.org/W3037258640","https://openalex.org/W3087474410","https://openalex.org/W3091083611","https://openalex.org/W3118643359","https://openalex.org/W3204226352","https://openalex.org/W4205416355","https://openalex.org/W4206289382","https://openalex.org/W4210468259","https://openalex.org/W4221135157","https://openalex.org/W4281917286","https://openalex.org/W4285189729","https://openalex.org/W4295832354","https://openalex.org/W4312327539","https://openalex.org/W4313427359","https://openalex.org/W4313546928","https://openalex.org/W4313854295","https://openalex.org/W4318954070","https://openalex.org/W4323644246","https://openalex.org/W4386965111","https://openalex.org/W4387546374","https://openalex.org/W4387917770","https://openalex.org/W4391264603","https://openalex.org/W4392114297","https://openalex.org/W4399989754","https://openalex.org/W4400066651"],"related_works":["https://openalex.org/W4318426920","https://openalex.org/W2055791821","https://openalex.org/W2751605210","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2977596624","https://openalex.org/W2162013778","https://openalex.org/W2145877535","https://openalex.org/W2153873031","https://openalex.org/W570431388"],"abstract_inverted_index":{"Dynamic":[0],"multi-objective":[1,28],"optimization":[2,29,49,76,168,186],"problems":[3,172],"(DMOPs)":[4],"are":[5],"prevalent":[6],"in":[7,227],"many":[8],"practical":[9],"applications":[10],"and":[11,19,47,61,106,142,160,213,244],"have":[12,38,202],"garnered":[13],"significant":[14],"attention":[15],"from":[16,170],"both":[17],"industry":[18],"academia,":[20],"leading":[21],"to":[22,43,73,102,148,173,183,239],"the":[23,75,81,118,156,161,178,193,196,206,221,224,240],"proposal":[24],"of":[25,120,180,195,223,233],"numerous":[26],"dynamic":[27,52,92,139,181,215],"algorithms.":[30],"Among":[31],"these":[32],"approaches,":[33],"learning-and":[34],"prediction-based":[35,245],"evolutionary":[36,185],"approaches":[37],"achieved":[39],"remarkable":[40],"success":[41],"due":[42],"their":[44],"fast":[45],"learning":[46,60,123,152,179,243],"strong":[48],"capabilities":[50],"when":[51,187],"occurs.":[53,190],"However,":[54],"existing":[55,241],"methods":[56],"typically":[57],"focus":[58],"on":[59,70,112,205],"transferring":[62],"knowledge":[63,72,98,182],"within":[64,126],"a":[65,86,127,150,188],"single":[66,128],"problem,":[67],"often":[68],"relying":[69],"historical":[71],"aid":[74],"process.":[77],"This":[78,165],"could":[79],"limit":[80],"data":[82,169],"available":[83],"for":[84,91,96],"developing":[85],"more":[87,229],"general":[88,230],"prediction":[89],"model":[90,153],"optimization.":[93],"The":[94,217],"potential":[95],"leveraging":[97],"across":[99,132,158],"different":[100,133],"DMOPs":[101,121,159],"enhance":[103,184],"problem-solving":[104],"efficiency":[105],"effectiveness":[107,194,222],"remains":[108],"largely":[109],"unexplored.":[110],"Building":[111],"this":[113,115],"insight,":[114],"paper":[116],"explores":[117],"solution":[119,144],"with":[122,211],"not":[124],"only":[125],"problem":[129],"but":[130],"also":[131],"problems.":[134],"In":[135],"particular,":[136],"by":[137],"performing":[138],"feature":[140],"extraction":[141],"task-specific":[143],"classification,":[145],"we":[146],"propose":[147],"construct":[149],"centralized":[151],"that":[154],"captures":[155],"correlations":[157],"corresponding":[162],"optimized":[163],"solutions.":[164],"approach":[166],"allows":[167],"multiple":[171],"be":[174],"effectively":[175],"utilized,":[176],"enabling":[177],"change":[189,231],"To":[191],"assess":[192],"proposed":[197,225],"algorithm,":[198],"extensive":[199],"empirical":[200],"studies":[201],"been":[203],"conducted":[204],"commonly":[207],"used":[208],"DMOP":[209],"benchmarks":[210],"fixed":[212],"shifty":[214],"settings.":[216],"numerical":[218],"results":[219],"demonstrate":[220],"algorithm":[226],"recognizing":[228],"patterns":[232],"DMOPs,":[234],"showcasing":[235],"its":[236],"superiority":[237],"compared":[238],"state-of-the-art":[242],"approaches.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-05-18T06:02:51.519808","created_date":"2025-10-10T00:00:00"}