{"id":"https://openalex.org/W4401416111","doi":"https://doi.org/10.1109/cec60901.2024.10611926","title":"Dynamic Multi-Task Interactive Evolutionary Optimization Algorithm with Search Space Alignment","display_name":"Dynamic Multi-Task Interactive Evolutionary Optimization Algorithm with Search Space Alignment","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4401416111","doi":"https://doi.org/10.1109/cec60901.2024.10611926"},"language":"en","primary_location":{"id":"doi:10.1109/cec60901.2024.10611926","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10611926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-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/A5059546702","display_name":"Weidong Wu","orcid":"https://orcid.org/0000-0003-3395-8883"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weidong Wu","raw_affiliation_strings":["School of Information and Control Engineering China University of Mining and Technology,Xuzhou,China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering China University of Mining and Technology,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100656312","display_name":"Xiaoyan Sun","orcid":"https://orcid.org/0000-0002-1386-6853"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Sun","raw_affiliation_strings":["School of Information and Control Engineering China University of Mining and Technology,Xuzhou,China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering China University of Mining and Technology,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022842344","display_name":"Yong Zhang","orcid":"https://orcid.org/0009-0004-0106-5305"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Zhang","raw_affiliation_strings":["School of Information and Control Engineering China University of Mining and Technology,Xuzhou,China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering China University of Mining and Technology,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091206975","display_name":"Wei Song","orcid":"https://orcid.org/0000-0003-2679-1069"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Song","raw_affiliation_strings":["School of Artifical Intelligence and Computer Science Jiangnan University,Wuxi,China"],"affiliations":[{"raw_affiliation_string":"School of Artifical Intelligence and Computer Science Jiangnan University,Wuxi,China","institution_ids":["https://openalex.org/I111599522"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059546702"],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10592453,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"08"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9973999857902527,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9944999814033508,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9879999756813049,"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/computer-science","display_name":"Computer science","score":0.7179100513458252},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6049444675445557},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5839748382568359},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4981234073638916},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.47644808888435364},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3858981728553772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30922597646713257},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2607724070549011},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13989508152008057}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7179100513458252},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6049444675445557},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5839748382568359},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4981234073638916},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.47644808888435364},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3858981728553772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30922597646713257},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2607724070549011},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13989508152008057},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec60901.2024.10611926","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10611926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5736638667","display_name":null,"funder_award_id":"61876184","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7788617813","display_name":null,"funder_award_id":"2021YFE0199000","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2413527939","https://openalex.org/W2583496274","https://openalex.org/W2980307621","https://openalex.org/W3037248710","https://openalex.org/W3037258640","https://openalex.org/W3049469446","https://openalex.org/W3099100043","https://openalex.org/W3106212402","https://openalex.org/W3123108648","https://openalex.org/W3129214046","https://openalex.org/W3136165312","https://openalex.org/W3213724827","https://openalex.org/W4221135157","https://openalex.org/W4225143647","https://openalex.org/W4226534100","https://openalex.org/W4235880014","https://openalex.org/W4280542333","https://openalex.org/W4281917286","https://openalex.org/W4301409532","https://openalex.org/W4319922937"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W4366549320","https://openalex.org/W4287863136","https://openalex.org/W3006015132","https://openalex.org/W2965078190","https://openalex.org/W3040644038","https://openalex.org/W4394870774","https://openalex.org/W4311207076","https://openalex.org/W3203633096","https://openalex.org/W2355226480"],"abstract_inverted_index":{"The":[0,90],"interactive":[1,41],"evolutionary":[2,119],"multi-task":[3,42,61,88,105],"optimization":[4,43],"approach":[5,98],"assisted":[6],"by":[7],"surrogate":[8],"models":[9],"has":[10],"proven":[11],"successful":[12],"in":[13,19,84,99],"enhancing":[14],"individualized":[15],"recommendation":[16],"performance.":[17],"However,":[18],"light":[20],"of":[21,68,80,95,110,122,134],"the":[22,40,69,76,81,93,96,108,118,123,129],"dynamically":[23],"changing":[24],"user":[25],"preferences,":[26],"it":[27],"becomes":[28],"imperative":[29],"to":[30,38,74],"further":[31],"develop":[32],"more":[33],"powerful":[34],"knowledge":[35,58,102],"sharing":[36],"strategy":[37],"improve":[39,75],"efficiency.":[44],"A":[45],"probability":[46],"model-assisted":[47],"search":[48,120],"space":[49],"alignment":[50],"among":[51],"multiple":[52],"tasks":[53],"method":[54],"is":[55,72],"proposed":[56,73,97],"for":[57],"transfer":[59,103],"across":[60,104],"environment.":[62,89],"Additionally,":[63],"a":[64,85,111],"diversity":[65,79],"maintaining":[66],"mechanism":[67],"transferred":[70],"population":[71,83,114],"quality":[77],"and":[78,132],"initial":[82,113],"preference":[86],"varied":[87],"research":[91],"demonstrates":[92],"effectiveness":[94],"achieving":[100],"effective":[101],"environmen.":[106],"Furthermore,":[107],"utilization":[109],"high-quality":[112],"not":[115],"only":[116],"enhances":[117],"efficiency":[121],"algorithm":[124],"but":[125],"also":[126],"significantly":[127],"improves":[128],"accuracy,":[130],"diversity.,":[131],"novelty":[133],"personalized":[135],"recommendation.":[136]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
