{"id":"https://openalex.org/W4411600025","doi":"https://doi.org/10.1109/cec65147.2025.11042991","title":"Research on Multi-Objective Multitasking Algorithm Based on Dimensional Importance Assessment and Knowledge Transfer","display_name":"Research on Multi-Objective Multitasking Algorithm Based on Dimensional Importance Assessment and Knowledge Transfer","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4411600025","doi":"https://doi.org/10.1109/cec65147.2025.11042991"},"language":"en","primary_location":{"id":"doi:10.1109/cec65147.2025.11042991","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec65147.2025.11042991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 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/A5037426435","display_name":"Jing Yang","orcid":"https://orcid.org/0000-0001-6181-2123"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Yang","raw_affiliation_strings":["Shanxi Key Laboratory of Big Data Analysis and Parallel Computing,Taiyuan,China"],"affiliations":[{"raw_affiliation_string":"Shanxi Key Laboratory of Big Data Analysis and Parallel Computing,Taiyuan,China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385862","display_name":"Chenyu Wang","orcid":"https://orcid.org/0000-0001-7135-7662"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyu Wang","raw_affiliation_strings":["Shanxi Key Laboratory of Big Data Analysis and Parallel Computing,Taiyuan,China"],"affiliations":[{"raw_affiliation_string":"Shanxi Key Laboratory of Big Data Analysis and Parallel Computing,Taiyuan,China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047225155","display_name":"Xingjuan Cai","orcid":"https://orcid.org/0000-0003-1300-779X"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingjuan Cai","raw_affiliation_strings":["Shanxi Key Laboratory of Big Data Analysis and Parallel Computing,Taiyuan,China"],"affiliations":[{"raw_affiliation_string":"Shanxi Key Laboratory of Big Data Analysis and Parallel Computing,Taiyuan,China","institution_ids":["https://openalex.org/I181877577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037426435"],"corresponding_institution_ids":["https://openalex.org/I181877577"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2029342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.33489999175071716,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.33489999175071716,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14270","display_name":"Simulation and Modeling Applications","score":0.33329999446868896,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/human-multitasking","display_name":"Human multitasking","score":0.8990737199783325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7117912173271179},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.49393612146377563},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3618374466896057},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33192771673202515},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32801464200019836},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1090669333934784},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.10544407367706299}],"concepts":[{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.8990737199783325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7117912173271179},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.49393612146377563},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3618374466896057},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33192771673202515},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32801464200019836},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1090669333934784},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.10544407367706299}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec65147.2025.11042991","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec65147.2025.11042991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1525375343","https://openalex.org/W1587687823","https://openalex.org/W2410677328","https://openalex.org/W2413527939","https://openalex.org/W2727592975","https://openalex.org/W2776317535","https://openalex.org/W2810440851","https://openalex.org/W2888985868","https://openalex.org/W2967452349","https://openalex.org/W2982889533","https://openalex.org/W2997546679","https://openalex.org/W3008773008","https://openalex.org/W3011220450","https://openalex.org/W3119385233","https://openalex.org/W3152038424","https://openalex.org/W3183992282","https://openalex.org/W3209155750","https://openalex.org/W3212275275","https://openalex.org/W3216331645","https://openalex.org/W4210654312","https://openalex.org/W4214660441","https://openalex.org/W4280579427","https://openalex.org/W4287958722","https://openalex.org/W4307901396","https://openalex.org/W4362648708","https://openalex.org/W4385733470","https://openalex.org/W4386702825","https://openalex.org/W4387297925","https://openalex.org/W4388039681","https://openalex.org/W4390493188","https://openalex.org/W4391928557","https://openalex.org/W4403277580","https://openalex.org/W4406731913","https://openalex.org/W6738788122"],"related_works":["https://openalex.org/W2228585107","https://openalex.org/W3206294586","https://openalex.org/W2039024536","https://openalex.org/W169680222","https://openalex.org/W2109597629","https://openalex.org/W4244373291","https://openalex.org/W2556269032","https://openalex.org/W2521052952","https://openalex.org/W2588975127","https://openalex.org/W1969576307"],"abstract_inverted_index":{"In":[0],"the":[1,13,55,61,68,72,79,82,86,89,93,97,115,131,137,142,145,149,153,163,170,181],"field":[2],"of":[3,15,63,71,85,102,117,120,152],"multi-objective":[4,43],"multi-task":[5],"optimization,":[6],"knowledge":[7,52,182],"transfer":[8,22,34,135,183],"is":[9,25,108,156],"crucial":[10],"to":[11,27,59,113,134,136,162,169],"improve":[12,180],"performance":[14],"algorithms.":[16],"However,":[17],"most":[18],"existing":[19],"studies":[20],"directly":[21],"individuals,":[23],"which":[24],"prone":[26],"introduce":[28],"irrelevant":[29],"genes":[30],"and":[31,51,74,88,122,140,158,185],"cause":[32],"negative":[33,187],"phenomena.":[35],"For":[36,144],"this":[37,39,176],"reason,":[38],"paper":[40],"proposes":[41],"a":[42],"multitasking":[44],"algorithm":[45,56],"based":[46],"on":[47],"dimensional":[48],"importance":[49,62],"assessment":[50],"transfer.":[53,188],"First,":[54],"designs":[57],"indicators":[58],"assess":[60],"dimensions.":[64],"It":[65],"screens":[66],"out":[67],"key":[69,118,154],"dimensions":[70,119,155],"source":[73,121,132],"target":[75,123,138,164],"tasks":[76],"by":[77],"analyzing":[78],"difference":[80],"between":[81],"decision":[83],"vectors":[84],"optimal":[87],"worst":[90],"solutions":[91,127],"in":[92],"population,":[94],"combined":[95],"with":[96],"out-of-bag":[98],"error":[99],"calculation":[100],"method":[101,177],"random":[103],"forest.":[104],"Then,":[105],"dimension":[106],"matching":[107],"performed":[109],"using":[110],"Euclidean":[111],"distance":[112],"ensure":[114],"correspondence":[116],"tasks.":[124],"Subsequently,":[125],"non-dominated":[126],"are":[128,160],"selected":[129],"from":[130],"task":[133,139,165],"verify":[141],"performance.":[143],"successfully":[146],"transferred":[147,161],"solutions,":[148],"scaling":[150],"relationship":[151],"calculated,":[157],"they":[159],"for":[166],"adjustment":[167],"according":[168],"dimension-matching":[171],"relationship.":[172],"Experiments":[173],"show":[174],"that":[175],"can":[178],"effectively":[179],"effect":[184],"reduce":[186]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
