{"id":"https://openalex.org/W4404035488","doi":"https://doi.org/10.1109/tevc.2024.3490174","title":"Optimal Linear Crossover for Mitigating Negative Transfer in Evolutionary Multitasking","display_name":"Optimal Linear Crossover for Mitigating Negative Transfer in Evolutionary Multitasking","publication_year":2024,"publication_date":"2024-11-04","ids":{"openalex":"https://openalex.org/W4404035488","doi":"https://doi.org/10.1109/tevc.2024.3490174"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2024.3490174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3490174","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/A5101866292","display_name":"Zhaobo Liu","orcid":"https://orcid.org/0000-0003-3140-668X"},"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":true,"raw_author_name":"Zhaobo Liu","raw_affiliation_strings":["Institute for Advanced Study, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Institute for Advanced Study, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jianhua Yuan","orcid":"https://orcid.org/0009-0008-1763-6861"},"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":"Jianhua Yuan","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"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/A5101949481","display_name":"Haili Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I182722699","display_name":"Shenzhen Polytechnic University","ror":"https://ror.org/00d2w9g53","country_code":"CN","type":"education","lineage":["https://openalex.org/I182722699"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haili Zhang","raw_affiliation_strings":["School of Undergraduate Education, Shenzhen Polytechnic University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Undergraduate Education, Shenzhen Polytechnic University, Shenzhen, China","institution_ids":["https://openalex.org/I182722699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102786659","display_name":"Tao Zeng","orcid":"https://orcid.org/0000-0002-1661-4301"},"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":"Tao Zeng","raw_affiliation_strings":["National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, China","National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen","institution_ids":["https://openalex.org/I180726961"]}]},{"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/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":"Zexuan Zhu","raw_affiliation_strings":["National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101866292"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":0.8296,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72520296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"30","issue":"1","first_page":"46","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9326000213623047,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9326000213623047,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.925599992275238,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/crossover","display_name":"Crossover","score":0.8312256336212158},{"id":"https://openalex.org/keywords/human-multitasking","display_name":"Human multitasking","score":0.807287871837616},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5532431602478027},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.48827528953552246},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4629529118537903},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4613393247127533},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39967113733291626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.306002676486969},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2570091485977173},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1530170440673828},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09023734927177429},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.0873519778251648}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.8312256336212158},{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.807287871837616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5532431602478027},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.48827528953552246},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4629529118537903},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4613393247127533},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39967113733291626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.306002676486969},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2570091485977173},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1530170440673828},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09023734927177429},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0873519778251648}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2024.3490174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3490174","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/G2158150094","display_name":null,"funder_award_id":"2024A1515011542","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G5283841727","display_name":null,"funder_award_id":"12401585","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation 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/G6276227692","display_name":null,"funder_award_id":"62471310","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6635111171","display_name":null,"funder_award_id":"12401393","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1969590301","https://openalex.org/W2059771702","https://openalex.org/W2067573833","https://openalex.org/W2081230102","https://openalex.org/W2101029682","https://openalex.org/W2105217850","https://openalex.org/W2162745921","https://openalex.org/W2186836389","https://openalex.org/W2413527939","https://openalex.org/W2588058706","https://openalex.org/W2724993384","https://openalex.org/W2731502123","https://openalex.org/W2810440851","https://openalex.org/W2888985868","https://openalex.org/W2921687288","https://openalex.org/W2923639984","https://openalex.org/W2960744858","https://openalex.org/W2969144658","https://openalex.org/W2999769892","https://openalex.org/W3010117582","https://openalex.org/W3010321770","https://openalex.org/W3011603487","https://openalex.org/W3111929660","https://openalex.org/W3118656546","https://openalex.org/W3120732119","https://openalex.org/W3130238944","https://openalex.org/W3196004889","https://openalex.org/W3207161601","https://openalex.org/W4206289801","https://openalex.org/W4211030719","https://openalex.org/W4307901396","https://openalex.org/W4309345630","https://openalex.org/W4313472287","https://openalex.org/W4316041897","https://openalex.org/W4321378823","https://openalex.org/W4328007163","https://openalex.org/W4376122113","https://openalex.org/W4377232665","https://openalex.org/W4378628014","https://openalex.org/W4379793453"],"related_works":["https://openalex.org/W1606499289","https://openalex.org/W1985939653","https://openalex.org/W2014162767","https://openalex.org/W2911578165","https://openalex.org/W4294811653","https://openalex.org/W2626282817","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647"],"abstract_inverted_index":{"Evolutionary":[0],"multitasking":[1,29,45,126],"algorithms":[2],"use":[3],"information":[4],"exchange":[5],"among":[6],"individuals":[7],"in":[8,43,52,88],"a":[9,20,80,98,123],"population":[10],"to":[11,39,84,136],"solve":[12],"multiple":[13],"optimization":[14],"problems":[15],"simultaneously.":[16],"Negative":[17],"transfer":[18,42,87],"is":[19,50,132],"critical":[21],"factor":[22],"that":[23],"affects":[24],"the":[25,62,102,117,146],"performance":[26],"of":[27,64,148],"evolutionary":[28,44,125],"algorithms.":[30,46],"In":[31],"this":[32],"study,":[33],"we":[34,78,95,115],"propose":[35,107],"an":[36,65],"innovative":[37],"approach":[38,49],"mitigate":[40],"negative":[41,72,86],"The":[47,129],"proposed":[48,118],"grounded":[51],"rigorous":[53],"theoretical":[54,59,82,150],"analysis,":[55],"which":[56],"provides":[57],"valuable":[58],"insights":[60],"into":[61,122],"design":[63,109],"optimal":[66,103,119],"linear":[67],"crossover":[68,104,120],"operator":[69,105,121],"for":[70,101],"mitigating":[71],"transfer.":[73],"By":[74],"identifying":[75],"interpretable":[76],"conditions,":[77],"establish":[79],"solid":[81],"foundation":[83],"prevent":[85],"diverse":[89],"scenarios.":[90],"Building":[91],"upon":[92],"these":[93],"findings,":[94],"theoretically":[96],"derive":[97],"closed-form":[99],"expression":[100],"and":[106],"practical":[108],"methods":[110],"based":[111],"on":[112],"approximations.":[113],"Furthermore,":[114],"integrate":[116],"fundamental":[124],"algorithm":[127,131],"framework.":[128],"resultant":[130],"comparable":[133],"or":[134],"superior":[135],"other":[137],"state-of-the-art":[138],"methods.":[139],"Empirical":[140],"validation":[141],"through":[142],"comprehensive":[143],"experiments":[144],"confirms":[145],"effectiveness":[147],"our":[149],"findings.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}