{"id":"https://openalex.org/W2163262906","doi":"https://doi.org/10.1109/cec.2002.1004405","title":"Design of multi-objective evolutionary algorithms: application to the flow-shop scheduling problem","display_name":"Design of multi-objective evolutionary algorithms: application to the flow-shop scheduling problem","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2163262906","doi":"https://doi.org/10.1109/cec.2002.1004405","mag":"2163262906"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2002.1004405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2002.1004405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/inria-00092668","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029072668","display_name":"Matthieu Basseur","orcid":"https://orcid.org/0000-0002-8285-5621"},"institutions":[{"id":"https://openalex.org/I174424907","display_name":"Laboratoire d'Informatique Fondamentale de Lille","ror":"https://ror.org/05rhg0h08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I174424907"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Basseur","raw_affiliation_strings":["LIFL, University of Lille (USTL), Villeneuve d'Ascq, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIFL, University of Lille (USTL), Villeneuve d'Ascq, France","institution_ids":["https://openalex.org/I174424907","https://openalex.org/I2279609970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021098657","display_name":"Franck Seynhaeve","orcid":null},"institutions":[{"id":"https://openalex.org/I174424907","display_name":"Laboratoire d'Informatique Fondamentale de Lille","ror":"https://ror.org/05rhg0h08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I174424907"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"F. Seynhaeve","raw_affiliation_strings":["LIFL, University of Lille (USTL), Villeneuve d'Ascq, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIFL, University of Lille (USTL), Villeneuve d'Ascq, France","institution_ids":["https://openalex.org/I174424907","https://openalex.org/I2279609970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107857046","display_name":"El\u2010Ghazali Talbi","orcid":null},"institutions":[{"id":"https://openalex.org/I174424907","display_name":"Laboratoire d'Informatique Fondamentale de Lille","ror":"https://ror.org/05rhg0h08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I174424907"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"E. Talbi","raw_affiliation_strings":["LIFL, University of Lille (USTL), Villeneuve d'Ascq, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIFL, University of Lille (USTL), Villeneuve d'Ascq, France","institution_ids":["https://openalex.org/I174424907","https://openalex.org/I2279609970"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.6511,"has_fulltext":false,"cited_by_count":67,"citation_normalized_percentile":{"value":0.99437254,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2","issue":null,"first_page":"1151","last_page":"1156"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9986000061035156,"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/computer-science","display_name":"Computer science","score":0.7049704790115356},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5956214070320129},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.558918833732605},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5567104816436768},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.537421703338623},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5330188870429993},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5068886876106262},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.45378774404525757},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.42668503522872925},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4152929186820984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2567024230957031},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20110762119293213},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18861117959022522},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.08892035484313965}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7049704790115356},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5956214070320129},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.558918833732605},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5567104816436768},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.537421703338623},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5330188870429993},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5068886876106262},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.45378774404525757},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.42668503522872925},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4152929186820984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2567024230957031},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20110762119293213},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18861117959022522},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.08892035484313965},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2002.1004405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2002.1004405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:inria-00092668v1","is_oa":true,"landing_page_url":"https://inria.hal.science/inria-00092668","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CEC 2002 - Congress on Evolutionary Computation, 2002, Honolulu, United States. pp.1151-1156","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:lilloa.univ-lille.fr:20.500.12210/28494","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402203","display_name":"LillOA (Universit\u00e9 de Lille (University Of Lille))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210123514","host_organization_name":"Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res","host_organization_lineage":["https://openalex.org/I4210123514"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:inria-00092668v1","is_oa":true,"landing_page_url":"https://inria.hal.science/inria-00092668","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CEC 2002 - Congress on Evolutionary Computation, 2002, Honolulu, United States. pp.1151-1156","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W86951025","https://openalex.org/W1488422606","https://openalex.org/W1500820894","https://openalex.org/W1531185681","https://openalex.org/W1787544972","https://openalex.org/W2106334424","https://openalex.org/W2109865546","https://openalex.org/W2125015761","https://openalex.org/W2155345556","https://openalex.org/W2156391157","https://openalex.org/W2740413308","https://openalex.org/W6638021218","https://openalex.org/W6741659245"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W4241467429","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2073147994","https://openalex.org/W2001591765","https://openalex.org/W85101999","https://openalex.org/W2145877535"],"abstract_inverted_index":{"Multi-objective":[0],"optimization":[1],"using":[2],"evolutionary":[3],"algorithms":[4],"has":[5],"been":[6],"extensively":[7],"studied":[8],"in":[9,21,52,60,80,87,91],"the":[10,22,29,32,39,67,70,81,88,93,96,109,123,126],"literature.":[11],"We":[12,43,72,101],"propose":[13,44,103,117],"formal":[14],"methods":[15],"to":[16,38,121],"solve":[17],"problems":[18],"appearing":[19],"frequently":[20],"design":[23],"of":[24,31,69,95,125],"such":[25],"algorithms.":[26],"To":[27],"evaluate":[28,122],"effectiveness":[30,124],"introduced":[33,127],"mechanisms,":[34],"we":[35,116],"apply":[36],"them":[37],"flow-shop":[40],"scheduling":[41],"problem.":[42],"a":[45,74,104],"dynamic":[46],"mutation":[47],"Pareto":[48,110],"genetic":[49,55],"algorithm":[50],"(GA)":[51],"which":[53,77,92,107],"different":[54],"operators":[56],"are":[57],"used":[58],"simultaneously":[59],"an":[61],"adaptive":[62],"manner,":[63],"taking":[64],"into":[65],"account":[66],"history":[68],"search.":[71,114],"present":[73],"diversification":[75],"mechanism":[76],"combines":[78,108],"sharing":[79],"objective":[82],"space":[83],"as":[84,86],"well":[85],"decision":[89],"space,":[90],"size":[94],"niche":[97],"is":[98],"automatically":[99],"calculated.":[100],"also":[102],"hybrid":[105],"approach":[106],"GA":[111],"with":[112],"local":[113],"Finally,":[115],"two":[118],"performance":[119],"indicators":[120],"mechanisms.":[128]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
