{"id":"https://openalex.org/W4293370879","doi":"https://doi.org/10.1109/tevc.2022.3201890","title":"Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods","display_name":"Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods","publication_year":2022,"publication_date":"2022-08-26","ids":{"openalex":"https://openalex.org/W4293370879","doi":"https://doi.org/10.1109/tevc.2022.3201890"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2022.3201890","doi":"https://doi.org/10.1109/tevc.2022.3201890","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2022.3201890","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-a","fnege-4","jufo-3","norway-2","poland-200","russia-white-list-1"],"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 Evolutionary Computation","raw_type":"journal-article"},"volume":null,"type":"article","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":null,"display_name":"Qian Zhao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Zhao","raw_affiliation_strings":["School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","School of Mathematics, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Mathematics, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058828628","display_name":"Yinan Guo","orcid":"https://orcid.org/0000-0002-4276-5410","observed_orcids":["https://orcid.org/0000-0002-4276-5410"]},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinan Guo","raw_affiliation_strings":["School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4276-5410","affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032656122","display_name":"Xiangjuan Yao","orcid":"https://orcid.org/0000-0003-3207-703X","observed_orcids":["https://orcid.org/0000-0003-3207-703X"]},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangjuan Yao","raw_affiliation_strings":["School of Mathematics, China University of Mining and Technology, Xuzhou, China","State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-3207-703X","affiliations":[{"raw_affiliation_string":"School of Mathematics, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101490563","display_name":"Dunwei Gong","orcid":"https://orcid.org/0000-0003-2838-4301","observed_orcids":["https://orcid.org/0000-0003-2838-4301"]},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]},{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dunwei Gong","raw_affiliation_strings":["School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","School of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-2838-4301","affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":4.6706,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.9597045,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"27","issue":"5","first_page":"1485","last_page":"1497"},"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":0.0,"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/moea-d","display_name":"MOEA/D","score":0.9459999799728394},{"id":"https://openalex.org/keywords/decomposition-based-multi-objective-optimization","display_name":"decomposition-based multi-objective optimization","score":0.8999999761581421},{"id":"https://openalex.org/keywords/adaptive-weight-vector","display_name":"adaptive weight vector","score":0.9110000133514404},{"id":"https://openalex.org/keywords/solution-diversity","display_name":"solution diversity","score":0.781000018119812},{"id":"https://openalex.org/keywords/computational-resource-allocation","display_name":"computing resource allocation","score":0.5630000233650208}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.747185230255127},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.713509202003479},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.659294843673706},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6242848038673401},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6157557368278503},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5786488652229309},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5293691158294678},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.50714111328125},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.46723538637161255},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4492352604866028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.428524374961853},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41685783863067627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1246454119682312},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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/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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2022.3201890","doi":"https://doi.org/10.1109/tevc.2022.3201890","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2022.3201890","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-a","fnege-4","jufo-3","norway-2","poland-200","russia-white-list-1"],"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 Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G5957395215","display_name":null,"funder_award_id":"2020ZDPYMS40","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1550055091","https://openalex.org/W2011048370","https://openalex.org/W2016014758","https://openalex.org/W2017299308","https://openalex.org/W2018344446","https://openalex.org/W2022485595","https://openalex.org/W2023685757","https://openalex.org/W2024008934","https://openalex.org/W2080467634","https://openalex.org/W2085507535","https://openalex.org/W2098291760","https://openalex.org/W2102365077","https://openalex.org/W2102625537","https://openalex.org/W2108968575","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2130823627","https://openalex.org/W2131476630","https://openalex.org/W2143185749","https://openalex.org/W2143381319","https://openalex.org/W2150046657","https://openalex.org/W2284552951","https://openalex.org/W2326149522","https://openalex.org/W2343601797","https://openalex.org/W2432516117","https://openalex.org/W2469950730","https://openalex.org/W2558193570","https://openalex.org/W2607178741","https://openalex.org/W2609579687","https://openalex.org/W2735649024","https://openalex.org/W2747987652","https://openalex.org/W2754913110","https://openalex.org/W2767346351","https://openalex.org/W2906612844","https://openalex.org/W2949488148","https://openalex.org/W2985454679","https://openalex.org/W2998045710","https://openalex.org/W3009895648","https://openalex.org/W3082549393","https://openalex.org/W3093829625","https://openalex.org/W3136073437","https://openalex.org/W6717764351"],"related_works":["https://openalex.org/W2891821341","https://openalex.org/W3113710366","https://openalex.org/W4403997959","https://openalex.org/W4317107207","https://openalex.org/W7119283049","https://openalex.org/W3191679877","https://openalex.org/W4388997041","https://openalex.org/W2023685757","https://openalex.org/W3101020576","https://openalex.org/W4386087827"],"abstract_inverted_index":{"The":[0,17,195],"decomposition-based":[1],"multiobjective":[2,13],"optimization":[3,14,75,206],"algorithm":[4,197,216],"(MOEA/D)":[5],"is":[6,22,40,89,106,118,125,144,159,198],"an":[7,36,74,96],"effective":[8],"method":[9,139,154],"of":[10,20,52,56,66,86,115,140,150,155,168,174,204],"solving":[11],"a":[12,45,138,153,202],"problem":[15,76],"(MOP).":[16],"main":[18],"idea":[19],"MOEA/D":[21,97],"that":[23,213],"the":[24,50,54,63,78,83,112,121,129,133,148,166,171,181,190,209,214],"objectives":[25],"are":[26],"weighted":[27],"through":[28],"different":[29,33],"vectors":[30,102,143],"to":[31,127,146,165,189,200],"form":[32],"subproblems,":[34],"and":[35,103,120,170,208,223],"optimal":[37,69],"solution":[38],"set":[39],"obtained":[41],"by":[42],"co-evolution":[43],"in":[44,62,108,192,220],"certain":[46],"neighborhood.":[47],"However,":[48],"with":[49,77,98],"increase":[51],"objectives,":[53],"number":[55,167],"nondominated":[57,87],"solutions":[58,88],"increases":[59],"exponentially,":[60],"resulting":[61],"deteriorated":[64],"capability":[65],"searching":[67],"for":[68,73],"solutions.":[70,151],"In":[71,178],"addition,":[72],"complex":[79],"Pareto":[80],"front":[81],"(PF),":[82],"selection":[84],"pressure":[85],"insufficient.":[90],"To":[91],"make":[92],"evolution":[93],"more":[94],"efficient,":[95],"adaptively":[99,156],"adjusting":[100,157],"weight":[101],"neighborhoods":[104,158,163],"(MOEA/D-AAWNs)":[105],"developed":[107],"this":[109,179],"article.":[110],"First,":[111],"evolutionary":[113,193],"direction":[114],"each":[116],"subproblem":[117],"analyzed":[119],"Sparsity":[122],"function":[123],"(Spa)":[124],"proposed":[126,196,215],"measure":[128],"population":[130],"density":[131],"on":[132],"PF.":[134],"By":[135],"using":[136],"Spa,":[137],"generating":[141],"uniform":[142],"presented":[145],"improve":[147],"diversity":[149],"Besides,":[152],"given.":[160],"It":[161],"adjusts":[162],"according":[164],"iterations":[169],"Spa":[172],"value":[173],"its":[175],"corresponding":[176],"subproblem.":[177],"way,":[180],"computational":[182],"resource":[183],"can":[184],"be":[185],"effectively":[186],"allocated,":[187],"leading":[188],"improvement":[191],"efficiency.":[194],"applied":[199],"solve":[201],"series":[203],"benchmark":[205],"instances,":[207],"experimental":[210],"results":[211],"show":[212],"outperforms":[217],"comparison":[218],"algorithms":[219],"runtime,":[221],"convergence,":[222],"diversity.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-08-28T00:00:00"}