{"id":"https://openalex.org/W3167106592","doi":"https://doi.org/10.1109/tase.2021.3084741","title":"An Autoselection Strategy of Multiobjective Evolutionary Algorithms Based on Performance Indicator and its Application","display_name":"An Autoselection Strategy of Multiobjective Evolutionary Algorithms Based on Performance Indicator and its Application","publication_year":2021,"publication_date":"2021-06-09","ids":{"openalex":"https://openalex.org/W3167106592","doi":"https://doi.org/10.1109/tase.2021.3084741","mag":"3167106592"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2021.3084741","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3084741","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"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 Automation Science and Engineering","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/A5042483034","display_name":"Qinqin Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qinqin Fan","raw_affiliation_strings":["Logistics Research Center, Shanghai Maritime University, Shanghai, China","Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Logistics Research Center, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]},{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083039007","display_name":"Yilian Zhang","orcid":"https://orcid.org/0000-0002-4368-9616"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilian Zhang","raw_affiliation_strings":["Key Laboratory of Marine Technology and Control Engineering, Ministry of Communications, Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Marine Technology and Control Engineering, Ministry of Communications, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100691181","display_name":"Ning Li","orcid":"https://orcid.org/0000-0003-1025-9641"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Li","raw_affiliation_strings":["Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042483034"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I96733725"],"apc_list":null,"apc_paid":null,"fwci":1.8174,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.8709756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"19","issue":"3","first_page":"2422","last_page":"2436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9930999875068665,"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/T11220","display_name":"Water Systems and Optimization","score":0.9632999897003174,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7617268562316895},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6651240587234497},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6437451839447021},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6320379972457886},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5420651435852051},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.47702547907829285},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32870617508888245}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7617268562316895},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6651240587234497},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6437451839447021},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6320379972457886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5420651435852051},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.47702547907829285},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32870617508888245},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2021.3084741","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3084741","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"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 Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1318739995","display_name":null,"funder_award_id":"61773260","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G409025694","display_name":null,"funder_award_id":"2018M642017","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5754312115","display_name":null,"funder_award_id":"61603244","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6068550573","display_name":null,"funder_award_id":"61590925","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G924425747","display_name":null,"funder_award_id":"2016YFC0800200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G97621961","display_name":null,"funder_award_id":"U2006228","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/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W224959492","https://openalex.org/W225015550","https://openalex.org/W1544309315","https://openalex.org/W1549353496","https://openalex.org/W1552927435","https://openalex.org/W1588375755","https://openalex.org/W1595498733","https://openalex.org/W1668207500","https://openalex.org/W1846834309","https://openalex.org/W1877326857","https://openalex.org/W1945057821","https://openalex.org/W1968718770","https://openalex.org/W1974758710","https://openalex.org/W1998471726","https://openalex.org/W2008499862","https://openalex.org/W2018971911","https://openalex.org/W2020466329","https://openalex.org/W2045555164","https://openalex.org/W2056302562","https://openalex.org/W2057457236","https://openalex.org/W2060024451","https://openalex.org/W2070385116","https://openalex.org/W2098907614","https://openalex.org/W2101473977","https://openalex.org/W2106334424","https://openalex.org/W2108450544","https://openalex.org/W2110831287","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2135366549","https://openalex.org/W2143185749","https://openalex.org/W2143381319","https://openalex.org/W2150046657","https://openalex.org/W2151554678","https://openalex.org/W2156773695","https://openalex.org/W2167757882","https://openalex.org/W2191445856","https://openalex.org/W2291408466","https://openalex.org/W2412273411","https://openalex.org/W2469417444","https://openalex.org/W2475161805","https://openalex.org/W2598286865","https://openalex.org/W2599937626","https://openalex.org/W2620419788","https://openalex.org/W2621248679","https://openalex.org/W2734511519","https://openalex.org/W2746318363","https://openalex.org/W2765909570","https://openalex.org/W2781324069","https://openalex.org/W2791738125","https://openalex.org/W2887821262","https://openalex.org/W2890830465","https://openalex.org/W2891971415","https://openalex.org/W2897293986","https://openalex.org/W2897913979","https://openalex.org/W2903055092","https://openalex.org/W2908550500","https://openalex.org/W2912000072","https://openalex.org/W2914775516","https://openalex.org/W3004157915","https://openalex.org/W3023540311","https://openalex.org/W4231410837","https://openalex.org/W4252684946","https://openalex.org/W6751636054"],"related_works":["https://openalex.org/W1971520370","https://openalex.org/W3201550974","https://openalex.org/W2372680517","https://openalex.org/W2906115061","https://openalex.org/W2115871702","https://openalex.org/W2159308419","https://openalex.org/W4239294646","https://openalex.org/W2142844925","https://openalex.org/W2236365751","https://openalex.org/W1997381757"],"abstract_inverted_index":{"The":[0,114,142,255,271],"use":[1],"of":[2,14,69,89,135,144,169,184,253,257,288,305],"ensemble":[3],"approaches":[4],"in":[5,57,93,222,236],"the":[6,25,73,81,85,87,94,109,121,126,133,139,145,157,167,174,196,251,258,275,291,303],"single-objective":[7],"evolutionary":[8,16,127,292],"algorithms":[9,17],"is":[10,41,61,77,96,116,147,159,176,198,261],"ubiquitous,":[11],"but":[12],"ensembles":[13],"multiobjective":[15,37,48,246],"(MOEAs)":[18],"have":[19,218],"achieved":[20],"relatively":[21],"little":[22],"attention.":[23],"On":[24],"other":[26],"hand,":[27],"manually":[28],"selecting":[29],"a":[30,47,100,180,199,226,245,280,285,296],"suitable":[31,281],"MOEA":[32,92,124,228,282],"to":[33,50,79,99,118,165,178,205,212,243,249,283,301],"solve":[34,179,206,284],"an":[35,58,66,160,185,268,306],"actual":[36,207,269],"optimization":[38,203,215],"problem":[39,183],"(MOP)":[40],"time-consuming":[42],"and":[43,102,111,137,162,201,234,267,294],"challenging.":[44],"Therefore,":[45,239],"developing":[46],"hyperheuristic":[49,247],"allocate":[51],"computational":[52],"resources":[53],"for":[54,299],"multiple":[55],"MOEAs":[56,70,136],"intelligent":[59],"approach":[60,204,277],"beneficial.":[62],"In":[63,84],"this":[64,240],"work,":[65],"autoselection":[67],"strategy":[68],"based":[71],"on":[72,150,263],"performance":[74,88,104,256],"indicator":[75],"(MOEAS-PI)":[76],"introduced":[78],"alleviate":[80],"abovementioned":[82],"problem.":[83],"MOEAS-PI,":[86],"each":[90,170],"constituent":[91],"pool":[95],"assessed":[97],"according":[98],"real-time":[101],"comprehensive":[103],"indicator,":[105],"which":[106],"contains":[107],"both":[108],"current":[110,190],"future":[112],"performances.":[113],"MOEAS-PI":[115,146,158,175,197],"able":[117],"easily":[119],"choose":[120],"best":[122],"performing":[123],"during":[125,290],"process.":[128],"Also,":[129],"it":[130],"can":[131,278],"enhance":[132],"robustness":[134,233,252],"reduce":[138],"application":[140],"risk.":[141],"effectiveness":[143],"carefully":[148],"evaluated":[149],"23":[151],"MOPs.":[152,208,238],"Simulation":[153],"results":[154,193,272],"demonstrate":[155],"that":[156,195,274],"effective":[161,202],"efficient":[163],"method":[164],"integrate":[166],"advantages":[168],"individual":[171],"algorithm.":[172],"Finally,":[173],"utilized":[177],"translation":[181,304],"control":[182,302],"immersed":[186,307],"tunnel":[187,308],"element":[188,309],"under":[189,310],"flow.":[191],"Experimental":[192],"reveal":[194],"reliable":[200],"<italic":[209],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[210],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Note":[211],"Practitioners</i>":[213],"\u2014Multiobjective":[214],"problems":[216],"(MOPs)":[217],"been":[219],"commonly":[220],"found":[221],"various":[223],"fields.":[224],"However,":[225],"single":[227],"cannot":[229],"guarantee":[230],"its":[231],"sufficient":[232],"adaptability":[235],"solving":[237],"study":[241],"aims":[242],"propose":[244],"algorithm":[248,260],"improve":[250],"MOEAs.":[254],"proposed":[259,276],"tested":[262],"benchmark":[264],"test":[265],"functions":[266],"MOP.":[270],"show":[273],"select":[279],"particular":[286],"type":[287],"MOPs":[289],"process":[293],"provide":[295],"solution":[297],"set":[298],"decision-makers":[300],"different":[311],"objectives/operator":[312],"environments.":[313]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
