{"id":"https://openalex.org/W4312539695","doi":"https://doi.org/10.1109/tsmc.2022.3221466","title":"An Immune-Inspired Resource Allocation Strategy for Many-Objective Optimization","display_name":"An Immune-Inspired Resource Allocation Strategy for Many-Objective Optimization","publication_year":2022,"publication_date":"2022-12-14","ids":{"openalex":"https://openalex.org/W4312539695","doi":"https://doi.org/10.1109/tsmc.2022.3221466"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2022.3221466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2022.3221466","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: 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/A5100772630","display_name":"Lingjie Li","orcid":"https://orcid.org/0000-0002-9081-4504"},"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":"Lingjie Li","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-9081-4504","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/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/A5100633973","display_name":"Zhong Ming","orcid":"https://orcid.org/0000-0001-9310-3460"},"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":"Zhong Ming","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-9310-3460","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/A5030015771","display_name":"Ka\u2010Chun Wong","orcid":"https://orcid.org/0000-0001-6062-733X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ka-Chun Wong","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0001-6062-733X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"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 Intelligent Perception and Image Understanding of Ministry of Education, nternational Research Center for Intelligent Perception and Computation, Xidian University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-0415-8556","affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, nternational Research Center for Intelligent Perception and Computation, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"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"]},{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"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","School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, 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"]},{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8679,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.87595055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"53","issue":"6","first_page":"3284","last_page":"3297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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":1.0,"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":0.9987999796867371,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9854000210762024,"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/computer-science","display_name":"Computer science","score":0.6767611503601074},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6725612878799438},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6441138386726379},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5882838368415833},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.533784806728363},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5280134081840515},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4793161153793335},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.46299490332603455},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.42746371030807495},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.41421306133270264},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21649965643882751},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20592209696769714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6767611503601074},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6725612878799438},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6441138386726379},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5882838368415833},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.533784806728363},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5280134081840515},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4793161153793335},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.46299490332603455},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.42746371030807495},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.41421306133270264},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21649965643882751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20592209696769714},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"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/tsmc.2022.3221466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2022.3221466","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2333365573","display_name":null,"funder_award_id":"JCYJ20220531101411027","funder_id":"https://openalex.org/F4320336569","funder_display_name":"Shenzhen Science and Technology Innovation Program"},{"id":"https://openalex.org/G4238711426","display_name":null,"funder_award_id":"61876110","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"},{"id":"https://openalex.org/G5219880755","display_name":null,"funder_award_id":"JCYJ20190808164211203","funder_id":"https://openalex.org/F4320336569","funder_display_name":"Shenzhen Science and Technology Innovation Program"},{"id":"https://openalex.org/G7097245526","display_name":"\u7c7b\u4eba\u4efb\u52a1\u89c4\u5212\u3001\u63a8\u7406\u53ca\u5176\u9a8c\u8bc1\u7cfb\u7edf\u7684\u7814\u7a76\u548c\u5e94\u7528","funder_award_id":"61836005","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/F4320324348","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda, Guatemala","ror":"https://ror.org/03pr08s76"},{"id":"https://openalex.org/F4320336569","display_name":"Shenzhen Science and Technology Innovation Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W225560312","https://openalex.org/W1500125712","https://openalex.org/W1999218527","https://openalex.org/W2000825106","https://openalex.org/W2018344446","https://openalex.org/W2021135079","https://openalex.org/W2023685757","https://openalex.org/W2038420231","https://openalex.org/W2039355869","https://openalex.org/W2046725771","https://openalex.org/W2050914643","https://openalex.org/W2058142975","https://openalex.org/W2083457599","https://openalex.org/W2085507535","https://openalex.org/W2102625537","https://openalex.org/W2127459836","https://openalex.org/W2143381319","https://openalex.org/W2146713522","https://openalex.org/W2147068841","https://openalex.org/W2150046657","https://openalex.org/W2326149522","https://openalex.org/W2343601797","https://openalex.org/W2466060750","https://openalex.org/W2512033555","https://openalex.org/W2563621803","https://openalex.org/W2566539043","https://openalex.org/W2594575977","https://openalex.org/W2599937626","https://openalex.org/W2607407907","https://openalex.org/W2735649024","https://openalex.org/W2751605210","https://openalex.org/W2753754628","https://openalex.org/W2764251381","https://openalex.org/W2770057090","https://openalex.org/W2781380637","https://openalex.org/W2783781089","https://openalex.org/W2791738125","https://openalex.org/W2798139910","https://openalex.org/W2802427749","https://openalex.org/W2802480283","https://openalex.org/W2806920391","https://openalex.org/W2808807389","https://openalex.org/W2809762112","https://openalex.org/W2888790369","https://openalex.org/W2894522179","https://openalex.org/W2894914934","https://openalex.org/W2898121080","https://openalex.org/W2898741784","https://openalex.org/W2901888116","https://openalex.org/W2905496409","https://openalex.org/W2906148503","https://openalex.org/W2914044793","https://openalex.org/W2918702815","https://openalex.org/W2920983566","https://openalex.org/W2948587419","https://openalex.org/W2963586865","https://openalex.org/W2992683702","https://openalex.org/W2997377643","https://openalex.org/W3022247723","https://openalex.org/W3023226870","https://openalex.org/W3023559047","https://openalex.org/W3043537770","https://openalex.org/W3046910774","https://openalex.org/W3047722280","https://openalex.org/W3088222700","https://openalex.org/W3089913216","https://openalex.org/W3100195331","https://openalex.org/W3109800244","https://openalex.org/W3119976484","https://openalex.org/W3138813619","https://openalex.org/W3152733768","https://openalex.org/W3155310843","https://openalex.org/W3156802750","https://openalex.org/W4221055589","https://openalex.org/W4280542333","https://openalex.org/W4285190801","https://openalex.org/W4292864963","https://openalex.org/W6608886761","https://openalex.org/W6839621798"],"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":{"Recently,":[0],"a":[1,134],"number":[2,43],"of":[3,44,81,89,118,163,175],"resource":[4,56,103,146],"allocation":[5,57,104,147],"strategies":[6],"have":[7],"been":[8],"proposed":[9],"for":[10,72,153,171],"evolutionary":[11,169],"algorithms":[12,170],"to":[13,113,123,143,180],"efficiently":[14],"tackle":[15],"multiobjective":[16],"optimization":[17,45],"problems":[18],"(MOPs).":[19],"However,":[20],"these":[21],"methods":[22],"mainly":[23],"allocate":[24],"computational":[25],"resources":[26],"based":[27,98],"on":[28,93,99],"the":[29,33,41,62,78,86,94,100,119,161],"convergence":[30,69],"improvement":[31],"under":[32],"decomposition-based":[34,63],"framework,":[35],"which":[36,59],"may":[37],"become":[38],"ineffective":[39],"with":[40,129],"increased":[42],"objectives.":[46,182],"To":[47],"address":[48],"this":[49,51,130],"problem,":[50],"article":[52],"suggests":[53],"an":[54,109],"immune-inspired":[55],"strategy,":[58],"breaks":[60],"through":[61],"framework":[64],"and":[65,70],"can":[66],"better":[67],"balance":[68],"diversity":[71,79,101],"many-objective":[73,154],"optimization.":[74,155],"In":[75],"our":[76,149,164],"method,":[77],"distances":[80,88],"solutions":[82,126],"are":[83],"defined":[84],"by":[85,107],"Euclidean":[87],"their":[90],"projected":[91],"points":[92],"unit":[95],"hyperplane.":[96],"Then,":[97],"distances,":[102],"is":[105,139,151],"realized":[106],"using":[108],"immune":[110,131],"cloning":[111,132],"operator":[112],"encourage":[114],"exploring":[115],"sparse":[116],"regions":[117],"search":[120],"space.":[121],"Moreover,":[122],"provide":[124],"high-quality":[125],"in":[127],"coordination":[128],"operator,":[133],"novel":[135],"archive":[136],"update":[137],"mechanism":[138],"designed.":[140],"When":[141],"compared":[142],"most":[144],"well-known":[145],"strategies,":[148],"method":[150,165],"advantageous":[152],"The":[156],"experimental":[157],"results":[158],"also":[159],"validate":[160],"superiority":[162],"over":[166],"several":[167],"state-of-the-art":[168],"solving":[172],"two":[173],"sets":[174],"complicated":[176],"MOPs":[177],"having":[178],"5":[179],"15":[181]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}