{"id":"https://openalex.org/W2096415085","doi":"https://doi.org/10.1109/cec.2008.4630982","title":"MOEA/D for flowshop scheduling problems","display_name":"MOEA/D for flowshop scheduling problems","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2096415085","doi":"https://doi.org/10.1109/cec.2008.4630982","mag":"2096415085"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2008.4630982","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2008.4630982","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)","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/A5070519744","display_name":"Pei\u2010Chann Chang","orcid":"https://orcid.org/0000-0002-9900-3513"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pei Chann Chang","raw_affiliation_strings":["Department of Information Management, Yuan-Ze University, Taoyuan, Taiwan","Dept. of Inf. Manage., Yuan-Ze Univ., Jhongli"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, Yuan-Ze University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Dept. of Inf. Manage., Yuan-Ze Univ., Jhongli","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103551205","display_name":"S-H Chen","orcid":"https://orcid.org/0000-0002-0554-4643"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shih Hsin Chen","raw_affiliation_strings":["Department of Industrial Engineering and Management, Yuan-Ze University, Taiwan","[Department of Industrial Engineering and Management, Yuan-Ze University, Taiwan]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Yuan-Ze University, Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"[Department of Industrial Engineering and Management, Yuan-Ze University, Taiwan]","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000546219","display_name":"Qingfu Zhang","orcid":"https://orcid.org/0000-0003-0786-0671"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qingfu Zhang","raw_affiliation_strings":["Department of Computing and Electronics System, University of Essex, Colchester, UK","Department of Coputing and Electronics System, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing and Electronics System, University of Essex, Colchester, UK","institution_ids":["https://openalex.org/I110002522"]},{"raw_affiliation_string":"Department of Coputing and Electronics System, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, U.K","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030225874","display_name":"Jun Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jun Lin Lin","raw_affiliation_strings":["Department of Information Management, Yuan-Ze University, Taoyuan, Taiwan","Department of Information Management, Yuan-Ze University. 135 Yuan-Dong Rd., Taoyuan 32026, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, Yuan-Ze University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Department of Information Management, Yuan-Ze University. 135 Yuan-Dong Rd., Taoyuan 32026, Taiwan, R.O.C","institution_ids":["https://openalex.org/I99908691"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.6934,"has_fulltext":false,"cited_by_count":76,"citation_normalized_percentile":{"value":0.95998874,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1433","last_page":"1438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9984999895095825,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/benchmark","display_name":"Benchmark (surveying)","score":0.7619242668151855},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7566428780555725},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6798632144927979},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6602344512939453},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6419153213500977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6308570504188538},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.6301907300949097},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6227147579193115},{"id":"https://openalex.org/keywords/pareto-optimal","display_name":"Pareto optimal","score":0.5286068320274353},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.4997434616088867},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.257244348526001},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.06460094451904297}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7619242668151855},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7566428780555725},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6798632144927979},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6602344512939453},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6419153213500977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6308570504188538},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.6301907300949097},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6227147579193115},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.5286068320274353},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.4997434616088867},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.257244348526001},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.06460094451904297},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2008.4630982","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2008.4630982","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.essex.ac.uk:1980","is_oa":false,"landing_page_url":"http://repository.essex.ac.uk/1980/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401236","display_name":"Open Access at Essex (University of Essex)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I110002522","host_organization_name":"University of Essex","host_organization_lineage":["https://openalex.org/I110002522"],"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 or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1513155634","https://openalex.org/W1540406339","https://openalex.org/W1595498733","https://openalex.org/W2005216095","https://openalex.org/W2008499862","https://openalex.org/W2042312329","https://openalex.org/W2122510010","https://openalex.org/W2126105956","https://openalex.org/W2143381319","https://openalex.org/W2150046657","https://openalex.org/W2155345556","https://openalex.org/W2994964425","https://openalex.org/W4285719527","https://openalex.org/W4292864963","https://openalex.org/W4302419487","https://openalex.org/W6771627385"],"related_works":["https://openalex.org/W2806920391","https://openalex.org/W3174049743","https://openalex.org/W2766565597","https://openalex.org/W2096415085","https://openalex.org/W3040500675","https://openalex.org/W1996526174","https://openalex.org/W1998617518","https://openalex.org/W3108825117","https://openalex.org/W1997627648","https://openalex.org/W3091254511"],"abstract_inverted_index":{"Many":[0],"multiobjective":[1,25],"evolutionary":[2,26],"algorithms":[3],"are":[4,15],"based":[5],"Pareto":[6],"domination,":[7],"among":[8],"them":[9],"NSGA":[10,66],"II":[11,67],"and":[12,55,68,75],"SPEA":[13,69],"2":[14,70],"two":[16],"very":[17,23],"popular":[18],"ones.":[19],"MOEA/D":[20,35,64],"is":[21],"a":[22],"recent":[24],"algorithm":[27],"using":[28],"decomposition.":[29],"In":[30],"this":[31],"paper,":[32],"we":[33],"implement":[34],"for":[36,72],"multi-objective":[37],"flowshop":[38],"scheduling":[39],"problems.":[40],"We":[41],"study":[42],"the":[43,49,52,73],"replacement":[44],"strategy":[45],"of":[46,51],"neighboring":[47],"solutions,":[48],"determination":[50],"reference":[53],"point,":[54],"compare":[56],"different":[57],"decomposition":[58],"methods.":[59],"Experimental":[60],"results":[61],"demonstrate":[62],"that":[63],"outperforms":[65],"significantly":[71],"2-objective":[74],"3-objective":[76],"benchmark":[77],"flowshop-scheduling":[78],"instances.":[79]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
