{"id":"https://openalex.org/W2953626963","doi":"https://doi.org/10.1145/3321707.3321808","title":"On improving the constraint-handling performance with modified multiple constraint ranking (MCR-mod) for engineering design optimization problems solved by evolutionary algorithms","display_name":"On improving the constraint-handling performance with modified multiple constraint ranking (MCR-mod) for engineering design optimization problems solved by evolutionary algorithms","publication_year":2019,"publication_date":"2019-07-03","ids":{"openalex":"https://openalex.org/W2953626963","doi":"https://doi.org/10.1145/3321707.3321808","mag":"2953626963"},"language":"en","primary_location":{"id":"doi:10.1145/3321707.3321808","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3321707.3321808","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"Proceedings of the Genetic and Evolutionary Computation Conference","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/A5088561955","display_name":"Yohanes Bimo Dwianto","orcid":"https://orcid.org/0000-0003-0104-1069"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yohanes Bimo Dwianto","raw_affiliation_strings":["The University of Tokyo, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072482766","display_name":"Hiroaki Fukumoto","orcid":"https://orcid.org/0000-0003-2489-9121"},"institutions":[{"id":"https://openalex.org/I4210136277","display_name":"Institute of Space and Astronautical Science","ror":"https://ror.org/034gcgw60","country_code":"JP","type":"facility","lineage":["https://openalex.org/I2800865746","https://openalex.org/I4210136277"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroaki Fukumoto","raw_affiliation_strings":["Institute of Space and Astronautical Science, Kanagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Space and Astronautical Science, Kanagawa, Japan","institution_ids":["https://openalex.org/I4210136277"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016516233","display_name":"Akira Oyama","orcid":"https://orcid.org/0000-0003-1432-8165"},"institutions":[{"id":"https://openalex.org/I4210136277","display_name":"Institute of Space and Astronautical Science","ror":"https://ror.org/034gcgw60","country_code":"JP","type":"facility","lineage":["https://openalex.org/I2800865746","https://openalex.org/I4210136277"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Akira Oyama","raw_affiliation_strings":["Institute of Space and Astronautical Science, Kanagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Space and Astronautical Science, Kanagawa, Japan","institution_ids":["https://openalex.org/I4210136277"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2514,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76161544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"762","last_page":"770"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9988999962806702,"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"}},{"id":"https://openalex.org/T11115","display_name":"Topology Optimization in Engineering","score":0.9527999758720398,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.6784840226173401},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.661320149898529},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6494705080986023},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5489554405212402},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5460874438285828},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5377720594406128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5001108646392822},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4547407627105713},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40105998516082764},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3393346667289734},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1365284025669098}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6784840226173401},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.661320149898529},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6494705080986023},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5489554405212402},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5460874438285828},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5377720594406128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5001108646392822},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4547407627105713},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40105998516082764},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3393346667289734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1365284025669098},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3321707.3321808","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3321707.3321808","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1440739095","https://openalex.org/W1573449042","https://openalex.org/W1971549722","https://openalex.org/W1983170374","https://openalex.org/W1998054348","https://openalex.org/W2004906124","https://openalex.org/W2068897151","https://openalex.org/W2108632327","https://openalex.org/W2110368321","https://openalex.org/W2134762861","https://openalex.org/W2145479420","https://openalex.org/W2156718660","https://openalex.org/W2162079963","https://openalex.org/W2167844255","https://openalex.org/W2590525485","https://openalex.org/W2605842252","https://openalex.org/W3023540311","https://openalex.org/W4292865245","https://openalex.org/W6600212071","https://openalex.org/W6679642795","https://openalex.org/W6682642761"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W3160516639","https://openalex.org/W2726551571"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"a":[3,12,19],"new":[4,38],"rank-based":[5,22],"constraint":[6,23],"handling":[7,24],"technique":[8,25],"(CHT)":[9,26],"by":[10,34,138],"implementing":[11],"modification":[13],"on":[14,103,127,151,170,190],"Multiple":[15],"Constraint":[16],"Ranking":[17],"(MCR),":[18],"recently":[20],"proposed":[21],"for":[27],"real-world":[28],"engineering":[29,111],"design":[30,112],"optimization":[31],"problems":[32,105,171],"solved":[33],"evolutionary":[35],"algorithms.":[36],"The":[37],"technique,":[39],"namely":[40],"MCR-mod,":[41],"not":[42],"only":[43],"maintains":[44],"MCR's":[45],"superior":[46],"feature,":[47],"i.e.":[48],"balanced":[49],"assessment":[50],"of":[51,56,92,99,121,165,185],"constraints":[52,174],"with":[53,168],"different":[54,59],"orders":[55],"magnitude":[57],"and/or":[58],"units,":[60],"but":[61],"also":[62],"adds":[63],"some":[64,188],"more":[65,70],"good":[66,93],"features,":[67],"such":[68],"as":[69],"proper":[71],"rank":[72,85],"definition":[73],"that":[74,158,181],"the":[75,80,87,117,191],"best":[76,88],"feasible":[77,144],"solution":[78,146],"in":[79,147,163],"population":[81],"always":[82],"has":[83,131],"better":[84,143],"than":[86],"infeasible":[89,94],"solution,":[90,95],"involvement":[91],"and":[96,110,119,177],"easier":[97],"way":[98],"implementation.":[100],"Numerical":[101],"experiments":[102],"benchmark":[104],"from":[106],"IEEE-CEC":[107],"2006":[108],"competition":[109],"are":[113,156,175],"conducted":[114],"to":[115,136,141],"assess":[116],"accuracy":[118,166],"robustness":[120,134],"MCR-mod.":[122],"From":[123],"25":[124],"independent":[125],"runs":[126],"each":[128],"problem,":[129],"MCR-mod":[130,159,186],"proven":[132],"its":[133,139],"compared":[135,167],"MCR,":[137],"ability":[140],"produce":[142,187],"optimal":[145],"most":[148,173],"problems.":[149],"Based":[150],"nonparametric":[152],"statistical":[153],"tests,":[154],"there":[155],"indications":[157],"yields":[160],"significant":[161],"superiority":[162],"terms":[164],"MCR":[169],"whose":[172],"inequality":[176],"active":[178],"constraints,":[179],"indicating":[180],"all":[182],"added":[183],"features":[184],"improvements":[189],"constraint-handling":[192],"performance.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
