{"id":"https://openalex.org/W2558441891","doi":"https://doi.org/10.1109/cec.2016.7744054","title":"Improved adaptive global replacement scheme for MOEA/D-AGR","display_name":"Improved adaptive global replacement scheme for MOEA/D-AGR","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2558441891","doi":"https://doi.org/10.1109/cec.2016.7744054","mag":"2558441891"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2016.7744054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"article","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/A5038321923","display_name":"Hiu-Hin Tam","orcid":null},"institutions":[{"id":"https://openalex.org/I8679417","display_name":"Hong Kong Metropolitan University","ror":"https://ror.org/0349bsm71","country_code":"HK","type":"education","lineage":["https://openalex.org/I8679417"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Hiu-Hin Tam","raw_affiliation_strings":["School of Science and Technology, The Open University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, The Open University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I8679417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054221120","display_name":"Man-Fai Leung","orcid":"https://orcid.org/0000-0002-7753-0136"},"institutions":[{"id":"https://openalex.org/I8679417","display_name":"Hong Kong Metropolitan University","ror":"https://ror.org/0349bsm71","country_code":"HK","type":"education","lineage":["https://openalex.org/I8679417"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Man-Fai Leung","raw_affiliation_strings":["School of Science and Technology, The Open University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, The Open University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I8679417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064608174","display_name":"Zhenkun Wang","orcid":"https://orcid.org/0000-0003-1152-6780"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenkun Wang","raw_affiliation_strings":["School of Electronic Engineering, Xidian University, Xi'an, Shannxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Xidian University, Xi'an, Shannxi Province, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037222502","display_name":"Sin-Chun Ng","orcid":"https://orcid.org/0000-0002-2972-530X"},"institutions":[{"id":"https://openalex.org/I8679417","display_name":"Hong Kong Metropolitan University","ror":"https://ror.org/0349bsm71","country_code":"HK","type":"education","lineage":["https://openalex.org/I8679417"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Sin-Chun Ng","raw_affiliation_strings":["School of Science and Technology, The Open University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, The Open University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I8679417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103417455","display_name":"Chi-Chung Cheung","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chi-Chung Cheung","raw_affiliation_strings":["Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013305999","display_name":"Andrew Kwok-Fai Lui","orcid":"https://orcid.org/0000-0003-4990-7570"},"institutions":[{"id":"https://openalex.org/I8679417","display_name":"Hong Kong Metropolitan University","ror":"https://ror.org/0349bsm71","country_code":"HK","type":"education","lineage":["https://openalex.org/I8679417"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Andrew K. Lui","raw_affiliation_strings":["School of Science and Technology, The Open University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, The Open University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I8679417"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038321923"],"corresponding_institution_ids":["https://openalex.org/I8679417"],"apc_list":null,"apc_paid":null,"fwci":1.5426,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82192456,"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":"2153","last_page":"2160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10339","display_name":"Advanced Numerical Methods in Computational Mathematics","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10339","display_name":"Advanced Numerical Methods in Computational Mathematics","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11371","display_name":"Wind and Air Flow Studies","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.7560597062110901},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5746500492095947},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40627869963645935},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2078402042388916}],"concepts":[{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.7560597062110901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5746500492095947},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40627869963645935},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2078402042388916},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2016.7744054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/66240","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/66240","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/67005","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/67005","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1539029254","https://openalex.org/W1579996836","https://openalex.org/W1595498733","https://openalex.org/W1957430778","https://openalex.org/W1976159118","https://openalex.org/W2008499862","https://openalex.org/W2009678220","https://openalex.org/W2017299308","https://openalex.org/W2024060531","https://openalex.org/W2038420231","https://openalex.org/W2101431997","https://openalex.org/W2126105956","https://openalex.org/W2130823627","https://openalex.org/W2131683518","https://openalex.org/W2143185749","https://openalex.org/W2143381319","https://openalex.org/W2402846924","https://openalex.org/W4300106150","https://openalex.org/W6679564982","https://openalex.org/W6682642761"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Multi-Objective":[0],"Evolutionary":[1],"Algorithm":[2],"based":[3],"on":[4,121],"decomposition":[5],"(MOEA/D)":[6],"has":[7,167],"been":[8],"proposed":[9,222,254],"for":[10,156,163,233],"a":[11,23,46,114,126],"decade":[12],"in":[13,43,230,241],"solving":[14],"complex":[15],"multi-objective":[16],"problems":[17],"(MOP)":[18],"by":[19,173],"decomposing":[20],"it":[21,118,143],"into":[22],"set":[24],"of":[25,31,72,89,111,135,148,184,191,204,212,220,243,252],"single-objective":[26],"problems.":[27],"MOEA/D-AGR":[28],"is":[29,63,97,119,161,197],"one":[30,116],"the":[32,39,55,66,70,80,86,90,101,105,133,146,153,182,188,202,209,218,221,236,250,253,260],"improved":[33],"algorithm":[34,106,255],"introduced":[35],"recently":[36],"to":[37,68,77,99,131,180,200,208],"substitute":[38],"original":[40],"replacement":[41,50,57,82],"scheme":[42,52,83,130],"MOEA/D":[44,239],"with":[45,235],"new":[47,81,127],"adaptive":[48,128],"global":[49],"(GR)":[51],"so":[53,141],"that":[54,142,249],"neighborhood":[56],"size":[58],"T":[59,136],"<sub":[60,137],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[61,138],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">r</sub>":[62,139],"increased":[64],"among":[65,93],"generation":[67],"achieve":[69],"shifting":[71],"focus":[73],"from":[74,113],"solution":[75,102,112,157,171,193,214],"diversity":[76,103],"convergence.":[78,122],"However,":[79],"only":[84],"considers":[85],"one-way":[87],"convergence":[88],"objective":[91,213],"solutions":[92],"all":[94],"sub-problems.":[95],"It":[96],"hard":[98],"re-achieve":[100],"once":[104],"reaches":[107],"another":[108],"steeper":[109],"landscape":[110],"flatten":[115],"while":[117],"focusing":[120,192],"This":[123],"paper":[124,232],"proposes":[125],"GR":[129],"prolong":[132],"period":[134,155],"increment":[140],"can":[144],"fit":[145],"re-increment":[147],"fitness":[149],"landscape.":[150],"To":[151,216],"compensate":[152],"shorten":[154],"convergence,":[158],"local":[159,185,205],"searching":[160,186,206],"adapted":[162],"those":[164],"individuals":[165],"which":[166],"stopped":[168],"improving":[169],"its":[170],"value":[172],"Simulated":[174],"Annealing":[175],"(SA)":[176],"algorithm.":[177],"In":[178],"order":[179],"suppress":[181],"degree":[183],"at":[187],"early":[189],"stage":[190],"diversity,":[194],"Fuzzy":[195],"Logic":[196],"used":[198,229],"here":[199],"coordinate":[201],"frequency":[203],"according":[207],"average":[210],"change":[211],"values.":[215],"demonstrate":[217],"performance":[219,246,251],"algorithm,":[223],"several":[224,237],"common":[225],"benchmark":[226],"MOPs":[227],"are":[228],"this":[231],"comparing":[234],"state-of-the-art":[238],"algorithms":[240],"terms":[242],"IGD.":[244],"The":[245],"investigation":[247],"found":[248],"was":[256],"generally":[257],"better":[258],"than":[259],"other":[261],"compared":[262],"algorithms.":[263]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
