{"id":"https://openalex.org/W4281394968","doi":"https://doi.org/10.1109/cscwd54268.2022.9776198","title":"MOEA/D with Adaptive Constraint Handling for Constrained Multi-objective Optimization","display_name":"MOEA/D with Adaptive Constraint Handling for Constrained Multi-objective Optimization","publication_year":2022,"publication_date":"2022-05-04","ids":{"openalex":"https://openalex.org/W4281394968","doi":"https://doi.org/10.1109/cscwd54268.2022.9776198"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd54268.2022.9776198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd54268.2022.9776198","pdf_url":null,"source":{"id":"https://openalex.org/S4363607909","display_name":"2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100361052","display_name":"Li Li","orcid":"https://orcid.org/0000-0001-8897-9433"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China","Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013056501","display_name":"Guangpeng Li","orcid":"https://orcid.org/0000-0001-8318-5853"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangpeng Li","raw_affiliation_strings":["Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China","Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015299890","display_name":"Liang Chang","orcid":"https://orcid.org/0000-0002-7262-4707"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Chang","raw_affiliation_strings":["Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China","Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,Guangxi Key Laboratory of Trusted Software,Guilin,China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040209451","display_name":"Wanliang Wang","orcid":"https://orcid.org/0000-0002-1552-5075"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanliang Wang","raw_affiliation_strings":["Zhejiang University of Technology,College of Computer Science and Technology,Hangzhou,China","College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology,College of Computer Science and Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"885","last_page":"890"},"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":0.9998000264167786,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.995199978351593,"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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6855182647705078},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6722487211227417},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6689772009849548},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.6553504467010498},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6480298638343811},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5602599382400513},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5146113634109497},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5022072792053223},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.48198455572128296},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.47306740283966064},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.4580264985561371},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25078535079956055},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19132369756698608},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15120384097099304}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6855182647705078},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6722487211227417},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6689772009849548},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.6553504467010498},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6480298638343811},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5602599382400513},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5146113634109497},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5022072792053223},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.48198455572128296},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.47306740283966064},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.4580264985561371},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25078535079956055},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19132369756698608},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15120384097099304},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd54268.2022.9776198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd54268.2022.9776198","pdf_url":null,"source":{"id":"https://openalex.org/S4363607909","display_name":"2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"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":19,"referenced_works":["https://openalex.org/W1585939719","https://openalex.org/W2013796846","https://openalex.org/W2126105956","https://openalex.org/W2128357515","https://openalex.org/W2143381319","https://openalex.org/W2153654820","https://openalex.org/W2597748516","https://openalex.org/W2751605210","https://openalex.org/W2912180855","https://openalex.org/W2947137917","https://openalex.org/W2962947982","https://openalex.org/W2963371534","https://openalex.org/W2965044785","https://openalex.org/W3081045595","https://openalex.org/W3119402155","https://openalex.org/W3138813619","https://openalex.org/W3189124218","https://openalex.org/W3208342567","https://openalex.org/W6635097213"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928","https://openalex.org/W2593449396","https://openalex.org/W2780789525"],"abstract_inverted_index":{"Most":[0],"machine":[1],"intelligence":[2],"or":[3],"cloud":[4],"computing":[5],"can":[6,57],"be":[7],"formulated":[8],"as":[9,51],"multi-objective":[10,18,150],"optimization":[11,19],"problems":[12,157],"(MOPs)":[13],"with":[14,27,34,104,167],"constraints,":[15],"while":[16],"evolutionary":[17,151,170],"(EMO)":[20],"is":[21,72,144,163],"a":[22,105],"powerful":[23],"means":[24],"to":[25,108,126],"deal":[26],"them.":[28],"However,":[29],"its":[30],"adaptation":[31],"for":[32],"dealing":[33],"complex":[35],"constrained":[36,169],"MOPs":[37],"(CMOPs)":[38],"keeps":[39],"being":[40],"under":[41],"the":[42,67,78,83,116,121,127,134,141,147,160],"scope":[43],"of":[44,62,93,112],"recent":[45],"investigations.":[46],"The":[47,54],"main":[48],"challenges":[49],"are":[50,124],"follows.":[52],"1)":[53],"existing":[55],"algorithms":[56,84],"not":[58],"make":[59,109],"full":[60,110],"use":[61,111],"infeasible":[63,75,113],"solution":[64,76],"information":[65],"in":[66,77,115,133],"evolution":[68,118,136],"process.":[69,119],"2)":[70],"There":[71],"no":[73],"effective":[74],"initial":[79],"population,":[80],"which":[81],"causes":[82],"fall":[85],"into":[86,146],"local":[87],"optimal":[88],"feasible":[89,122],"regions.":[90],"In":[91],"light":[92],"these":[94],"two":[95],"issues,":[96],"this":[97],"paper":[98],"proposes":[99],"an":[100],"adaptive":[101],"epsilon-constraint-handling":[102],"technique":[103],"detect-and-escape":[106],"strategy":[107],"solutions":[114,123],"whole":[117],"Then,":[120],"saved":[125],"external":[128],"archive":[129],"and":[130],"take":[131],"part":[132],"population":[135],"by":[137],"non-dominated":[138],"sorting.":[139],"Finally,":[140],"proposed":[142,161],"method":[143],"embedded":[145],"decomposition":[148],"based":[149],"framework":[152],"(MOEA/D).":[153],"Experiments":[154],"on":[155],"benchmark":[156],"show":[158],"that":[159],"algorithm":[162],"highly":[164],"competitive":[165],"compared":[166],"state-of-the-art":[168],"algorithms.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
