{"id":"https://openalex.org/W4323355058","doi":"https://doi.org/10.3233/jifs-222267","title":"An interactive opposition matrix and regulatory gene fusion strategy for evolutionary multitasking","display_name":"An interactive opposition matrix and regulatory gene fusion strategy for evolutionary multitasking","publication_year":2023,"publication_date":"2023-03-07","ids":{"openalex":"https://openalex.org/W4323355058","doi":"https://doi.org/10.3233/jifs-222267"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-222267","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-222267","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5084456805","display_name":"Shunjie Bi","orcid":null},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shunjie Bi","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Technology, Zibo, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Technology, Zibo, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062684618","display_name":"Zhiyong Wu","orcid":"https://orcid.org/0000-0002-1950-6509"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiyong Wu","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Technology, Zibo, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Technology, Zibo, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004562212","display_name":"Peng Gao","orcid":"https://orcid.org/0000-0003-4150-163X"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Gao","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Technology, Zibo, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Technology, Zibo, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005472372","display_name":"Hangqi Ding","orcid":"https://orcid.org/0000-0002-4526-6123"},"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":"Hangqi Ding","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi\u2019an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062684618"],"corresponding_institution_ids":["https://openalex.org/I119203015"],"apc_list":null,"apc_paid":null,"fwci":0.1751,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51414649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"45","issue":"1","first_page":"699","last_page":"718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994000196456909,"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":0.9988999962806702,"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":0.7980658411979675},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6352834105491638},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5559612512588501},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.48389992117881775},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.48105549812316895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37504616379737854},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3393878936767578},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.10318905115127563},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10104387998580933}],"concepts":[{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.7980658411979675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6352834105491638},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5559612512588501},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.48389992117881775},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.48105549812316895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37504616379737854},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3393878936767578},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.10318905115127563},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10104387998580933},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-222267","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-222267","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1973423951","https://openalex.org/W2022637272","https://openalex.org/W2098907614","https://openalex.org/W2105217850","https://openalex.org/W2111935653","https://openalex.org/W2126105956","https://openalex.org/W2155146419","https://openalex.org/W2168081761","https://openalex.org/W2413527939","https://openalex.org/W2559508241","https://openalex.org/W2587953039","https://openalex.org/W2776317535","https://openalex.org/W2808279558","https://openalex.org/W2810440851","https://openalex.org/W2883262743","https://openalex.org/W2921687288","https://openalex.org/W2923639984","https://openalex.org/W2960744858","https://openalex.org/W2997657997","https://openalex.org/W2999167351","https://openalex.org/W3001257018","https://openalex.org/W3011220450","https://openalex.org/W3120732119","https://openalex.org/W6678949850","https://openalex.org/W6760551535"],"related_works":["https://openalex.org/W4294811653","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W85101999","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W2802808995","https://openalex.org/W2593449396","https://openalex.org/W2780789525"],"abstract_inverted_index":{"Evolutionary":[0],"multitasking":[1],"algorithms":[2],"(EMT)":[3],"study":[4],"how":[5,17],"to":[6,39,56,87,108,179,184,189,218],"solve":[7,40,71],"multiple":[8],"optimization":[9,206],"tasks":[10,52],"simultaneously":[11],"by":[12,121,145],"evolutionary":[13,46,77],"computation,":[14],"and":[15,65,97,116,137,148,165],"investigate":[16],"knowledge":[18,30,63,114,123,196],"sharing":[19],"can":[20,36],"accelerate":[21],"the":[22,45,49,60,67,110,118,135,139,143,150,155,167,180,190,193,204,208,212],"convergence":[23],"of":[24,62,112,134,142,182,195,203,215],"individual":[25],"tasks,":[26],"meaning":[27],"that":[28],"useful":[29],"gained":[31],"in":[32,59,82],"solving":[33],"one":[34],"task":[35,161],"be":[37],"used":[38],"other":[41,219],"tasks.":[42,170],"However,":[43],"as":[44],"search":[47,152],"continues,":[48],"learnability":[50],"among":[51],"may":[53],"decrease,":[54],"leading":[55],"a":[57,74,199],"decrease":[58],"efficiency":[61,194],"transfer":[64],"affecting":[66],"population":[68,136,144],"evolution.":[69],"To":[70],"this":[72,83],"problem,":[73,207],"new":[75],"multifactorial":[76],"algorithm":[78],"(MFEA-VOM)":[79],"is":[80,106,177],"proposed":[81,126,172],"paper,":[84],"which":[85],"applies":[86],"three":[88],"strategies,":[89],"namely,":[90],"implicit":[91,103],"conversion":[92,104],"strategy,":[93,96],"opposition":[94,127],"matrix":[95,128],"regulatory":[98,173],"gene":[99,174],"fusion":[100,175],"strategy.":[101],"The":[102,125,171],"strategy":[105,129,176],"applied":[107,178],"minimize":[109],"threat":[111],"negative":[113,122],"migration":[115],"reduce":[117],"impact":[119],"caused":[120],"migration.":[124],"explores":[130],"more":[131],"unknown":[132],"areas":[133],"improves":[138],"exploration":[140],"ability":[141],"further":[146],"exploring":[147],"utilizing":[149],"unified":[151],"space,":[153],"transforming":[154],"parent":[156],"individuals":[157,183,187],"into":[158],"an":[159],"appropriate":[160],"through":[162],"mapping":[163],"relationships,":[164],"reducing":[166],"gap":[168],"between":[169],"reproduction":[181],"produce":[185],"better":[186,213],"applicable":[188],"task,":[191],"submitting":[192],"transfer.":[197],"Through":[198],"comprehensive":[200],"experimental":[201,209],"analysis":[202],"EMT":[205,220],"results":[210],"demonstrate":[211],"performance":[214],"MFEA-VOM":[216],"compared":[217],"algorithms.":[221]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
