{"id":"https://openalex.org/W3203702773","doi":"https://doi.org/10.1109/mci.2022.3155332","title":"Half a Dozen Real-World Applications of Evolutionary Multitasking, and More","display_name":"Half a Dozen Real-World Applications of Evolutionary Multitasking, and More","publication_year":2022,"publication_date":"2022-04-13","ids":{"openalex":"https://openalex.org/W3203702773","doi":"https://doi.org/10.1109/mci.2022.3155332","mag":"3203702773"},"language":"en","primary_location":{"id":"doi:10.1109/mci.2022.3155332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mci.2022.3155332","pdf_url":null,"source":{"id":"https://openalex.org/S104797584","display_name":"IEEE Computational Intelligence Magazine","issn_l":"1556-603X","issn":["1556-603X","1556-6048"],"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 Computational Intelligence Magazine","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/A5041091856","display_name":"Abhishek Gupta","orcid":"https://orcid.org/0000-0002-6080-855X"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Abhishek Gupta","raw_affiliation_strings":["Agency for Science, Technology and Research, (A*STAR) & Nanyang Technological University (NTU), Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agency for Science, Technology and Research, (A*STAR) & Nanyang Technological University (NTU), Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100325666","display_name":"Lei Zhou","orcid":"https://orcid.org/0000-0002-5294-9299"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lei Zhou","raw_affiliation_strings":["NTU, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTU, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068243197","display_name":"Yew-Soon Ong","orcid":"https://orcid.org/0000-0002-4480-169X"},"institutions":[{"id":"https://openalex.org/I4210161496","display_name":"A*STAR Graduate Academy","ror":"https://ror.org/059yjzn93","country_code":"SG","type":"education","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210161496"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yew-Soon Ong","raw_affiliation_strings":["A*STAR & NTU, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"A*STAR & NTU, Singapore","institution_ids":["https://openalex.org/I4210161496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100704829","display_name":"Zefeng Chen","orcid":"https://orcid.org/0000-0003-3743-5254"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zefeng Chen","raw_affiliation_strings":["Agency for Science, Technology and Research, (A*STAR) & Nanyang Technological University (NTU), Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agency for Science, Technology and Research, (A*STAR) & Nanyang Technological University (NTU), Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044443092","display_name":"Yaqing Hou","orcid":"https://orcid.org/0000-0002-9929-2650"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaqing Hou","raw_affiliation_strings":["Dalian University of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.1748,"has_fulltext":false,"cited_by_count":116,"citation_normalized_percentile":{"value":0.98945208,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"17","issue":"2","first_page":"49","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9983999729156494,"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":0.9980000257492065,"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":0.8805224895477295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6831398606300354},{"id":"https://openalex.org/keywords/dozen","display_name":"Dozen","score":0.6404377818107605},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.39302757382392883},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15533217787742615},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07507827877998352},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06335338950157166}],"concepts":[{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.8805224895477295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6831398606300354},{"id":"https://openalex.org/C185181809","wikidata":"https://www.wikidata.org/wiki/Q605704","display_name":"Dozen","level":2,"score":0.6404377818107605},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.39302757382392883},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15533217787742615},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07507827877998352},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06335338950157166},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mci.2022.3155332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mci.2022.3155332","pdf_url":null,"source":{"id":"https://openalex.org/S104797584","display_name":"IEEE Computational Intelligence Magazine","issn_l":"1556-603X","issn":["1556-603X","1556-6048"],"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 Computational Intelligence Magazine","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/162487","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/162487","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7300000190734863,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G520282182","display_name":null,"funder_award_id":"61906032","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":146,"referenced_works":["https://openalex.org/W347272781","https://openalex.org/W758372786","https://openalex.org/W1977321274","https://openalex.org/W1989549121","https://openalex.org/W2025525377","https://openalex.org/W2109088021","https://openalex.org/W2113145584","https://openalex.org/W2126105956","https://openalex.org/W2151554678","https://openalex.org/W2152631195","https://openalex.org/W2153654820","https://openalex.org/W2170108591","https://openalex.org/W2170120409","https://openalex.org/W2294818690","https://openalex.org/W2322565568","https://openalex.org/W2341057945","https://openalex.org/W2343420905","https://openalex.org/W2410677328","https://openalex.org/W2413527939","https://openalex.org/W2479609865","https://openalex.org/W2502102173","https://openalex.org/W2558771087","https://openalex.org/W2559508241","https://openalex.org/W2561662432","https://openalex.org/W2583496274","https://openalex.org/W2586910743","https://openalex.org/W2587592496","https://openalex.org/W2589105738","https://openalex.org/W2614367549","https://openalex.org/W2625566893","https://openalex.org/W2724993384","https://openalex.org/W2727592975","https://openalex.org/W2732547613","https://openalex.org/W2763433602","https://openalex.org/W2768386567","https://openalex.org/W2770581177","https://openalex.org/W2773474358","https://openalex.org/W2776317535","https://openalex.org/W2783852955","https://openalex.org/W2791362611","https://openalex.org/W2795374190","https://openalex.org/W2808464155","https://openalex.org/W2809555178","https://openalex.org/W2810440851","https://openalex.org/W2843946816","https://openalex.org/W2872936983","https://openalex.org/W2881530539","https://openalex.org/W2883262743","https://openalex.org/W2885854619","https://openalex.org/W2890830465","https://openalex.org/W2890850833","https://openalex.org/W2899647484","https://openalex.org/W2900577216","https://openalex.org/W2904693359","https://openalex.org/W2905327064","https://openalex.org/W2906805553","https://openalex.org/W2915686745","https://openalex.org/W2921687288","https://openalex.org/W2923639984","https://openalex.org/W2952716993","https://openalex.org/W2966884126","https://openalex.org/W2966939613","https://openalex.org/W2967739344","https://openalex.org/W2968153645","https://openalex.org/W2976026359","https://openalex.org/W2980307621","https://openalex.org/W2981344907","https://openalex.org/W2989920041","https://openalex.org/W2997657997","https://openalex.org/W2998409228","https://openalex.org/W3001257018","https://openalex.org/W3003371093","https://openalex.org/W3007026013","https://openalex.org/W3007384386","https://openalex.org/W3008294184","https://openalex.org/W3010117582","https://openalex.org/W3010321770","https://openalex.org/W3011912079","https://openalex.org/W3019361465","https://openalex.org/W3032377877","https://openalex.org/W3035146471","https://openalex.org/W3037248710","https://openalex.org/W3043062030","https://openalex.org/W3047311022","https://openalex.org/W3080334566","https://openalex.org/W3082696595","https://openalex.org/W3083245325","https://openalex.org/W3083662577","https://openalex.org/W3085986313","https://openalex.org/W3099100043","https://openalex.org/W3104575135","https://openalex.org/W3104767570","https://openalex.org/W3106212402","https://openalex.org/W3111929660","https://openalex.org/W3114259420","https://openalex.org/W3114365683","https://openalex.org/W3117528838","https://openalex.org/W3124489140","https://openalex.org/W3125051303","https://openalex.org/W3126876809","https://openalex.org/W3128260458","https://openalex.org/W3129051607","https://openalex.org/W3129349105","https://openalex.org/W3130238944","https://openalex.org/W3134282981","https://openalex.org/W3136165312","https://openalex.org/W3136536335","https://openalex.org/W3137454650","https://openalex.org/W3138610415","https://openalex.org/W3148562035","https://openalex.org/W3152038424","https://openalex.org/W3155728589","https://openalex.org/W3163900469","https://openalex.org/W3165179404","https://openalex.org/W3170141505","https://openalex.org/W3176861488","https://openalex.org/W3179263490","https://openalex.org/W3183364302","https://openalex.org/W3183838547","https://openalex.org/W3186153394","https://openalex.org/W3187018989","https://openalex.org/W3187558168","https://openalex.org/W3191427521","https://openalex.org/W3192682950","https://openalex.org/W3201060374","https://openalex.org/W3203255901","https://openalex.org/W4200245050","https://openalex.org/W4205106177","https://openalex.org/W4205215620","https://openalex.org/W4206258573","https://openalex.org/W4206289801","https://openalex.org/W4206918614","https://openalex.org/W4211039052","https://openalex.org/W4226100386","https://openalex.org/W4251990921","https://openalex.org/W6622219343","https://openalex.org/W6676544178","https://openalex.org/W6682262322","https://openalex.org/W6752922119","https://openalex.org/W6754609146","https://openalex.org/W6768947019","https://openalex.org/W6769596995","https://openalex.org/W6772323448","https://openalex.org/W6789866666","https://openalex.org/W6790680403","https://openalex.org/W6810292843"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4232622239","https://openalex.org/W4388263628","https://openalex.org/W4248098561","https://openalex.org/W4242930893","https://openalex.org/W3140336604","https://openalex.org/W2488058330","https://openalex.org/W1988895983"],"abstract_inverted_index":{"Until":[0],"recently,":[1],"the":[2,54,70,75,92,96,130,156,164],"potential":[3],"to":[4,34,60,107,120,173],"transfer":[5,46],"evolved":[6],"skills":[7,45],"across":[8,149],"distinct":[9],"optimization":[10],"problem":[11,141],"instances":[12],"(or":[13],"tasks)":[14],"was":[15],"seldom":[16],"explored":[17],"in":[18,63,91,155],"evolutionary":[19],"computation.":[20],"The":[21],"concept":[22],"ofevolutionary":[23],"multitasking(EMT)":[24],"fills":[25],"this":[26,78],"gap.":[27],"It":[28],"unlocks":[29],"a":[30,37,64,83,102,124,133],"population\u2019s":[31],"implicit":[32],"parallelism":[33],"jointly":[35],"solve":[36],"set":[38,134],"of":[39,56,66,72,77,85,89,113,135,143,159,168],"tasks,":[40],"hence":[41],"creating":[42],"avenues":[43],"for":[44,181],"between":[47],"them.":[48],"Despite":[49],"it":[50],"being":[51],"early":[52],"days,":[53],"idea":[55],"EMT":[57,90],"has":[58],"begun":[59],"show":[61],"promise":[62],"range":[65],"real-world":[67,182],"applications.":[68],"In":[69],"backdrop":[71],"recent":[73],"advances,":[74],"contribution":[76],"paper":[79],"is":[80,94,137],"twofold.":[81],"First,":[82],"review":[84],"several":[86],"application-oriented":[87],"explorations":[88],"literature":[93],"presented;":[95],"works":[97],"are":[98,171],"assimilated":[99],"into":[100],"half":[101],"dozen":[103],"broad":[104],"categories":[105,116],"according":[106],"their":[108],"respective":[109],"application":[110],"domains.":[111],"Each":[112],"these":[114],"six":[115],"elaborates":[117],"fundamental":[118],"motivations":[119],"multitask,":[121],"and":[122,170],"contains":[123],"representative":[125],"experimental":[126],"study":[127],"(referred":[128],"from":[129],"literature).":[131],"Second,":[132],"recipes":[136],"provided":[138],"showing":[139],"how":[140],"formulations":[142],"general":[144],"interest,":[145],"those":[146],"that":[147],"cut":[148],"different":[150],"disciplines,":[151],"could":[152],"be":[153],"transformed":[154],"new":[157],"light":[158],"EMT.":[160],"Our":[161],"discussions":[162],"emphasize":[163],"many":[165],"practical":[166],"use-cases":[167],"EMT,":[169],"intended":[172],"spark":[174],"future":[175],"research":[176],"towards":[177],"crafting":[178],"novel":[179],"algorithms":[180],"deployment.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":31},{"year":2024,"cited_by_count":32},{"year":2023,"cited_by_count":29},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}