{"id":"https://openalex.org/W2990143586","doi":"https://doi.org/10.1109/smc.2019.8914005","title":"Many-Objective Evolutionary Algorithm Based On Decomposition With Random And Adaptive Weights","display_name":"Many-Objective Evolutionary Algorithm Based On Decomposition With Random And Adaptive Weights","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2990143586","doi":"https://doi.org/10.1109/smc.2019.8914005","mag":"2990143586"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2019.8914005","doi":"https://doi.org/10.1109/smc.2019.8914005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2019.8914005","pdf_url":null,"source":{"id":"https://openalex.org/S4210195764","display_name":"Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics","issn_l":"1062-922X","issn":["1062-922X","2577-1655"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5070946116","display_name":"Lucas R. C. Farias","orcid":"https://orcid.org/0000-0003-3976-0907","observed_orcids":["https://orcid.org/0000-0003-3976-0907"]},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas R. C. Farias","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090740684","display_name":"A.F.R. Araujo","orcid":"https://orcid.org/0000-0002-1749-2174","observed_orcids":["https://orcid.org/0000-0002-1749-2174"]},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Aluizio F. R. Araujol","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I25112270"],"apc_list":null,"apc_paid":null,"fwci":3.9901,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.94591747,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3746","last_page":"3751"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9994999766349792,"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":0.9994999766349792,"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":9.999999747378752e-05,"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":9.999999747378752e-05,"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/many-objective-optimization","display_name":"many-objective optimization","score":0.9480000138282776},{"id":"https://openalex.org/keywords/moea-d","display_name":"MOEA/D","score":0.8330000042915344},{"id":"https://openalex.org/keywords/decomposition-based-evolutionary-algorithms","display_name":"decomposition-based evolutionary algorithms","score":0.9330000281333923},{"id":"https://openalex.org/keywords/adaptive-weighting","display_name":"adaptive weighting","score":0.7139999866485596},{"id":"https://openalex.org/keywords/weight-adaptation","display_name":"weight adaptation","score":0.8730000257492065},{"id":"https://openalex.org/keywords/multi-objective-knapsack-problem","display_name":"multi-objective knapsack problem","score":0.8379999995231628},{"id":"https://openalex.org/keywords/pareto-front-approximation","display_name":"Pareto front approximation","score":0.6470000147819519}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7572169303894043},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.6793226599693298},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6605222821235657},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5624436140060425},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5522735118865967},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5173218250274658},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5008563995361328},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.42783859372138977},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.41789472103118896},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4171963632106781},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4023487865924835},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc.2019.8914005","doi":"https://doi.org/10.1109/smc.2019.8914005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2019.8914005","pdf_url":null,"source":{"id":"https://openalex.org/S4210195764","display_name":"Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics","issn_l":"1062-922X","issn":["1062-922X","2577-1655"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1488578987","https://openalex.org/W1595498733","https://openalex.org/W1662894842","https://openalex.org/W2020320008","https://openalex.org/W2022485595","https://openalex.org/W2023685757","https://openalex.org/W2040622444","https://openalex.org/W2102625537","https://openalex.org/W2106334424","https://openalex.org/W2111203151","https://openalex.org/W2143185749","https://openalex.org/W2143381319","https://openalex.org/W2155345556","https://openalex.org/W2343601797","https://openalex.org/W2466060750","https://openalex.org/W2519112510","https://openalex.org/W2557786635","https://openalex.org/W2732227267","https://openalex.org/W2735649024","https://openalex.org/W2751605210","https://openalex.org/W2764251381","https://openalex.org/W2802576758","https://openalex.org/W2885621413","https://openalex.org/W3008615321"],"related_works":["https://openalex.org/W2885621413","https://openalex.org/W2787385861","https://openalex.org/W3199597886","https://openalex.org/W2991269630","https://openalex.org/W2891821341","https://openalex.org/W3113710366","https://openalex.org/W4303438869","https://openalex.org/W7119283049","https://openalex.org/W4317107207","https://openalex.org/W7026659357"],"abstract_inverted_index":{"Decomposition-based":[0],"evolutionary":[1,93],"algorithms":[2,94],"that":[3,29],"work":[4],"with":[5,51,59,66,91,101],"an":[6],"appropriate":[7],"set":[8,17],"of":[9,20,23,112],"weights":[10,28,72],"might":[11],"obtain":[12],"a":[13],"quality":[14],"final":[15],"solution":[16],"in":[18,95],"spite":[19],"the":[21,39,43,57,80,89,110],"use":[22],"uniformly":[24,70],"distributed":[25],"and":[26,42,75,99,104],"fixed":[27],"has":[30],"two":[31],"important":[32],"limitations:":[33],"it":[34],"may":[35],"fail":[36],"depending":[37],"on":[38,79],"problem":[40],"geometry;":[41],"population":[44,81],"size":[45],"is":[46],"not":[47],"flexible":[48],"when":[49],"dealing":[50],"Many-objective":[52],"Problems":[53],"(MaOPs).":[54],"Recently":[55],"proposed,":[56],"MOEA/D":[58],"Uniformly":[60],"Randomly":[61],"Adaptive":[62],"Weights":[63],"(MOEA/D-URAW)":[64],"deals":[65],"these":[67],"limitations":[68],"using":[69],"randomly":[71],"generation":[73],"method":[74],"weight":[76],"adaptation":[77],"based":[78],"sparsity.":[82],"This":[83],"paper":[84],"validates":[85],"this":[86,113],"new":[87],"approach,":[88],"MOEA/D-URAW,":[90],"state-of-the-art":[92],"MaOPs,":[96],"i.e.,":[97],"WFGI-WFG9":[98],"MOKP":[100],"5,":[102],"10":[103],"15":[105],"objectives.":[106],"The":[107],"results":[108],"suggest":[109],"effectiveness":[111],"approach.":[114]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":7}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2019-12-05T00:00:00"}
