{"id":"https://openalex.org/W4378194816","doi":"https://doi.org/10.1109/tcyb.2023.3266241","title":"Multiobjective Multitasking Optimization With Decomposition-Based Transfer Selection","display_name":"Multiobjective Multitasking Optimization With Decomposition-Based Transfer Selection","publication_year":2023,"publication_date":"2023-05-25","ids":{"openalex":"https://openalex.org/W4378194816","doi":"https://doi.org/10.1109/tcyb.2023.3266241","pmid":"https://pubmed.ncbi.nlm.nih.gov/37227916"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2023.3266241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2023.3266241","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5043913468","display_name":"Zhongjian Wu","orcid":"https://orcid.org/0009-0008-2271-7340"},"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":"Zhongjian Wu","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0008-2271-7340","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":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/A5091227928","display_name":"Maoguo Gong","orcid":"https://orcid.org/0000-0002-0415-8556"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maoguo Gong","raw_affiliation_strings":["Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, Shanxi, China","Ministry of Education, Key Laboratory of Collaborative Intelligence Systems, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-0415-8556","affiliations":[{"raw_affiliation_string":"Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, Shanxi, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Collaborative Intelligence Systems, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100393871","display_name":"Jianqiang Li","orcid":"https://orcid.org/0000-0002-2208-962X"},"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":"Jianqiang Li","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2208-962X","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085548317","display_name":"Carlos A. Coello Coello","orcid":"https://orcid.org/0000-0002-8435-680X"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carlos A. Coello Coello","raw_affiliation_strings":["Department of Computer Science, CINVESTAV-IPN (Evolutionary Computation Group), Mexico City, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-8435-680X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, CINVESTAV-IPN (Evolutionary Computation Group), Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7636,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.91959481,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"54","issue":"5","first_page":"3146","last_page":"3159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9790999889373779,"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/human-multitasking","display_name":"Human multitasking","score":0.9126572012901306},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7656277418136597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.682634711265564},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.626911461353302},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.583777666091919},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5784540176391602},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5458886027336121},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5236387252807617},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5107681751251221},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4886048436164856},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.466103196144104},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4270751476287842},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20764324069023132},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18385133147239685},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17330226302146912},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16812193393707275},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.10572677850723267}],"concepts":[{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.9126572012901306},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7656277418136597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.682634711265564},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.626911461353302},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.583777666091919},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5784540176391602},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5458886027336121},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5236387252807617},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5107681751251221},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4886048436164856},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.466103196144104},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4270751476287842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20764324069023132},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18385133147239685},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17330226302146912},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16812193393707275},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.10572677850723267},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2023.3266241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2023.3266241","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:37227916","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37227916","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"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/G5124462450","display_name":null,"funder_award_id":"2016-01-1920","funder_id":"https://openalex.org/F4320324348","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda, Guatemala"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324348","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda, Guatemala","ror":"https://ror.org/03pr08s76"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1592902649","https://openalex.org/W2020320008","https://openalex.org/W2022485595","https://openalex.org/W2098907614","https://openalex.org/W2102625537","https://openalex.org/W2112912151","https://openalex.org/W2126105956","https://openalex.org/W2146713522","https://openalex.org/W2150046657","https://openalex.org/W2152551290","https://openalex.org/W2153654820","https://openalex.org/W2165698076","https://openalex.org/W2294818690","https://openalex.org/W2410677328","https://openalex.org/W2413527939","https://openalex.org/W2513211214","https://openalex.org/W2753754628","https://openalex.org/W2770581177","https://openalex.org/W2810440851","https://openalex.org/W2888790369","https://openalex.org/W2910556840","https://openalex.org/W2920983566","https://openalex.org/W2975673164","https://openalex.org/W2979506454","https://openalex.org/W2982889533","https://openalex.org/W2994071454","https://openalex.org/W2997657997","https://openalex.org/W2998409228","https://openalex.org/W3010117582","https://openalex.org/W3011220450","https://openalex.org/W3019361465","https://openalex.org/W3037248710","https://openalex.org/W3047722280","https://openalex.org/W3088471136","https://openalex.org/W3088715002","https://openalex.org/W3106212402","https://openalex.org/W3111929660","https://openalex.org/W3117528838","https://openalex.org/W3134282981","https://openalex.org/W3137745396","https://openalex.org/W3196503673","https://openalex.org/W3203702773","https://openalex.org/W3205439599","https://openalex.org/W3205639353","https://openalex.org/W3207161601","https://openalex.org/W3213724827","https://openalex.org/W3216940482","https://openalex.org/W3217299334","https://openalex.org/W4210433079","https://openalex.org/W4210705069","https://openalex.org/W4214660441","https://openalex.org/W4225099694","https://openalex.org/W4225374983","https://openalex.org/W4226466736","https://openalex.org/W4293258823","https://openalex.org/W6738788122","https://openalex.org/W6787578429","https://openalex.org/W6802537171"],"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/W3151104768","https://openalex.org/W2419109832","https://openalex.org/W2068949283","https://openalex.org/W2022485595"],"abstract_inverted_index":{"Multiobjective":[0],"multitasking":[1,64],"optimization":[2,11,45],"(MTO)":[3],"needs":[4],"to":[5,16,113,118,150,173,193],"solve":[6],"a":[7,61,83,125],"set":[8,84],"of":[9,31,51,85,92,104,122,163,177,187],"multiobjective":[10,63],"problems":[12,190],"simultaneously,":[13],"and":[14,87,166],"tries":[15],"speed":[17,151],"up":[18,152],"their":[19,153],"solution":[20,94],"by":[21],"transferring":[22],"useful":[23],"search":[24,123,140],"experiences":[25,141],"across":[26,147],"tasks.":[27],"However,":[28],"the":[29,37,44,89,100,120,161,175,188],"quality":[30],"transfer":[32,38,52,70,90,121,127],"solutions":[33,110,146],"will":[34],"significantly":[35],"impact":[36],"effect,":[39],"which":[40],"may":[41],"even":[42],"deteriorate":[43],"performance":[46,101],"with":[47,68],"an":[48],"improper":[49],"selection":[50],"solutions.":[53],"To":[54],"alleviate":[55],"this":[56,58,75,133,136],"issue,":[57],"article":[59],"suggests":[60],"new":[62],"evolutionary":[65,164],"algorithm":[66],"(MMTEA)":[67],"decomposition-based":[69],"selection,":[71],"called":[72],"MMTEA-DTS.":[73,178],"In":[74,135],"algorithm,":[76],"all":[77],"tasks":[78,149],"are":[79,111,142,171],"first":[80],"decomposed":[81],"into":[82],"subproblems,":[86],"then":[88],"potential":[91],"each":[93],"can":[95],"be":[96],"quantified":[97],"based":[98],"on":[99],"improvement":[102],"ratio":[103],"its":[105,182],"associated":[106],"subproblem.":[107],"Only":[108],"high-potential":[109,145],"selected":[112],"promote":[114],"knowledge":[115],"transfer.":[116],"Moreover,":[117],"diversify":[119],"experiences,":[124],"hybrid":[126],"evolution":[128],"method":[129],"is":[130],"designed":[131],"in":[132,160,184],"article.":[134],"way,":[137],"more":[138],"diverse":[139],"transferred":[143],"from":[144],"different":[148],"convergence.":[154],"Three":[155],"well-known":[156],"benchmark":[157],"suites":[158],"suggested":[159],"competition":[162],"MTO":[165],"one":[167],"real-world":[168],"problem":[169],"suite":[170],"used":[172],"verify":[174],"effectiveness":[176],"The":[179],"experiments":[180],"validate":[181],"advantages":[183],"solving":[185],"most":[186],"test":[189],"when":[191],"compared":[192],"five":[194],"recently":[195],"proposed":[196],"MMTEAs.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
