{"id":"https://openalex.org/W4205796766","doi":"https://doi.org/10.1109/tevc.2022.3140265","title":"Dynamic Transfer Reference Point-Oriented MOEA/D Involving Local Objective-Space Knowledge","display_name":"Dynamic Transfer Reference Point-Oriented MOEA/D Involving Local Objective-Space Knowledge","publication_year":2022,"publication_date":"2022-01-04","ids":{"openalex":"https://openalex.org/W4205796766","doi":"https://doi.org/10.1109/tevc.2022.3140265"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2022.3140265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2022.3140265","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,"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"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/2086/21656","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071961420","display_name":"Yingbo Xie","orcid":"https://orcid.org/0000-0002-5222-6509"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yingbo Xie","raw_affiliation_strings":["Beijing Key Laboratory of Computational Intelligence and Intelligent System, the Beijing Laboratory of Smart Environmental Protection, the Faculty of Information Technology, Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Computational Intelligence and Intelligent System, the Beijing Laboratory of Smart Environmental Protection, the Faculty of Information Technology, Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040583251","display_name":"Shengxiang Yang","orcid":"https://orcid.org/0000-0001-7222-4917"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shengxiang Yang","raw_affiliation_strings":["Centre for Computational Intelligence, School of Computer Science and Informatics, De Montfort University, Leicester, U.K"],"affiliations":[{"raw_affiliation_string":"Centre for Computational Intelligence, School of Computer Science and Informatics, De Montfort University, Leicester, U.K","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024549341","display_name":"Ding Wang","orcid":"https://orcid.org/0000-0002-7149-5712"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ding Wang","raw_affiliation_strings":["Beijing Key Laboratory of Computational Intelligence and Intelligent System, the Beijing Laboratory of Smart Environmental Protection, the Faculty of Information Technology, Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Computational Intelligence and Intelligent System, the Beijing Laboratory of Smart Environmental Protection, the Faculty of Information Technology, Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055432844","display_name":"Junfei Qiao","orcid":"https://orcid.org/0000-0002-1707-6074"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfei Qiao","raw_affiliation_strings":["Beijing Key Laboratory of Computational Intelligence and Intelligent System, the Beijing Laboratory of Smart Environmental Protection, the Faculty of Information Technology, Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Computational Intelligence and Intelligent System, the Beijing Laboratory of Smart Environmental Protection, the Faculty of Information Technology, Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020527092","display_name":"Baocai Yin","orcid":"https://orcid.org/0000-0003-3121-1823"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baocai Yin","raw_affiliation_strings":["Beijing Key Laboratory of Multimedia and Intelligent Software Technology, the Faculty of Information Technology, Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Multimedia and Intelligent Software Technology, the Faculty of Information Technology, Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071961420"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":null,"apc_paid":null,"fwci":5.6962,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.96570588,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"26","issue":"3","first_page":"542","last_page":"554"},"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":0.9979000091552734,"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":0.9894999861717224,"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/benchmark","display_name":"Benchmark (surveying)","score":0.7199740409851074},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6372765898704529},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6225922107696533},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6031959056854248},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5313898324966431},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5074626803398132},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.47780829668045044},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47713327407836914},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3897359371185303}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7199740409851074},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6372765898704529},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6225922107696533},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6031959056854248},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5313898324966431},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5074626803398132},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.47780829668045044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47713327407836914},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3897359371185303},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tevc.2022.3140265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2022.3140265","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,"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"},{"id":"pmh:oai:dora.dmu.ac.uk:2086/21656","is_oa":true,"landing_page_url":"https://hdl.handle.net/2086/21656","pdf_url":null,"source":{"id":"https://openalex.org/S4306400394","display_name":"DMU Open Research Archive (De Montfort University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66943878","host_organization_name":"De Montfort University","host_organization_lineage":["https://openalex.org/I66943878"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:dora.dmu.ac.uk:2086/21656","is_oa":true,"landing_page_url":"https://hdl.handle.net/2086/21656","pdf_url":null,"source":{"id":"https://openalex.org/S4306400394","display_name":"DMU Open Research Archive (De Montfort University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66943878","host_organization_name":"De Montfort University","host_organization_lineage":["https://openalex.org/I66943878"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4099999964237213,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G3173892580","display_name":null,"funder_award_id":"JQ19013","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G332087857","display_name":null,"funder_award_id":"2021ZD0112301","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3929591211","display_name":null,"funder_award_id":"62021003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4157164483","display_name":null,"funder_award_id":"61773373","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8672492473","display_name":null,"funder_award_id":"2021ZD0112302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G930322716","display_name":null,"funder_award_id":"61890930-5","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G99439497","display_name":null,"funder_award_id":"2018YFC1900800-5","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W760913798","https://openalex.org/W873008480","https://openalex.org/W1493761729","https://openalex.org/W1522538275","https://openalex.org/W1585939719","https://openalex.org/W1588375755","https://openalex.org/W1662894842","https://openalex.org/W1833634424","https://openalex.org/W1846834309","https://openalex.org/W1879678483","https://openalex.org/W1974828111","https://openalex.org/W2017299308","https://openalex.org/W2020320008","https://openalex.org/W2023685757","https://openalex.org/W2025743276","https://openalex.org/W2049583380","https://openalex.org/W2062061003","https://openalex.org/W2071694551","https://openalex.org/W2081939577","https://openalex.org/W2083457599","https://openalex.org/W2090797242","https://openalex.org/W2098907614","https://openalex.org/W2106334424","https://openalex.org/W2126105956","https://openalex.org/W2128357515","https://openalex.org/W2131476630","https://openalex.org/W2143185749","https://openalex.org/W2143381319","https://openalex.org/W2150046657","https://openalex.org/W2278034838","https://openalex.org/W2283268937","https://openalex.org/W2336467679","https://openalex.org/W2343601797","https://openalex.org/W2409897564","https://openalex.org/W2469950730","https://openalex.org/W2498659857","https://openalex.org/W2582096828","https://openalex.org/W2608933942","https://openalex.org/W2746947413","https://openalex.org/W2747918924","https://openalex.org/W2751605210","https://openalex.org/W2755582626","https://openalex.org/W2774301659","https://openalex.org/W2780725426","https://openalex.org/W2805082189","https://openalex.org/W2886177894","https://openalex.org/W2897747945","https://openalex.org/W2898182581","https://openalex.org/W2901579871","https://openalex.org/W2906115061","https://openalex.org/W2914542742","https://openalex.org/W2960706736","https://openalex.org/W2962873766","https://openalex.org/W2963115819","https://openalex.org/W2963371534","https://openalex.org/W2963586865","https://openalex.org/W2970681016","https://openalex.org/W2971232046","https://openalex.org/W2973557667","https://openalex.org/W2994776571","https://openalex.org/W2997377643","https://openalex.org/W3009895648","https://openalex.org/W3036186095","https://openalex.org/W3081665168","https://openalex.org/W6631460888","https://openalex.org/W6635097213"],"related_works":["https://openalex.org/W2726551571","https://openalex.org/W2996366161","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W2751605210","https://openalex.org/W3151104768"],"abstract_inverted_index":{"The":[0,54,89],"decomposition-based":[1],"evolutionary":[2],"algorithm":[3],"(MOEA/D)":[4],"has":[5,28,177],"attained":[6,178],"excellent":[7],"performance":[8,34],"in":[9,85,131],"solving":[10],"optimization":[11,25],"problems":[12,26],"involving":[13],"multiple":[14],"conflicting":[15],"objectives.":[16],"However,":[17],"the":[18,33,66,86,93,102,106,111,120,127,150,153,156,174],"Pareto-optimal":[19],"front":[20],"(POF)":[21],"of":[22,35,119,137,152],"many":[23],"multiobjective":[24],"(MOPs)":[27],"irregular":[29,169],"properties,":[30],"which":[31],"weakens":[32],"MOEA/D.":[36],"To":[37],"address":[38],"this":[39],"issue,":[40],"we":[41],"devise":[42],"a":[43,71,77,115,135,179],"dynamic":[44,116],"transfer":[45,117],"reference":[46,121],"point-oriented":[47],"MOEA/D":[48],"with":[49,168,183],"local":[50,143],"objective-space":[51,144],"knowledge":[52,145],"(DTR-MOEA/D).":[53],"design":[55],"principle":[56],"is":[57,95,123,146],"based":[58,125],"on":[59,126,160],"three":[60,98],"original":[61],"and":[62,109,164],"rigorous":[63],"mechanisms.":[64],"First,":[65],"individuals":[67],"are":[68],"projected":[69],"onto":[70],"line":[72,90],"segment":[73,91],"(two-objective":[74],"case)":[75,81],"or":[76,92],"3-D":[78],"plane":[79,94],"(three-objective":[80],"after":[82],"being":[83],"normalized":[84],"objective":[87],"space.":[88],"divided":[96],"into":[97],"different":[99,132],"regions:":[100],"1)":[101],"central":[103],"region;":[104,108],"2)":[105],"middle":[107],"3)":[110],"edge":[112],"region.":[113],"Second,":[114],"criterion":[118],"point":[122],"developed":[124],"population":[128,138],"density":[129],"relationships":[130],"regions.":[133],"Third,":[134],"strategy":[136],"diversity":[139,151],"enhancement":[140],"guided":[141],"by":[142],"adopted":[147],"to":[148],"improve":[149],"population.":[154],"Finally,":[155],"experimental":[157],"results":[158],"conducted":[159],"16":[161],"benchmark":[162],"MOPs":[163,167],"eight":[165],"modified":[166],"POF":[170],"shapes":[171],"verify":[172],"that":[173],"proposed":[175],"DTR-MOEA/D":[176],"strong":[180],"competitiveness":[181],"compared":[182],"other":[184],"representative":[185],"algorithms.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":10}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
