{"id":"https://openalex.org/W2166900052","doi":"https://doi.org/10.1109/tsmcc.2002.1009117","title":"Approach by localization and multiobjective evolutionary optimization for flexible job-shop scheduling problems","display_name":"Approach by localization and multiobjective evolutionary optimization for flexible job-shop scheduling problems","publication_year":2002,"publication_date":"2002-02-01","ids":{"openalex":"https://openalex.org/W2166900052","doi":"https://doi.org/10.1109/tsmcc.2002.1009117","mag":"2166900052"},"language":"en","primary_location":{"id":"doi:10.1109/tsmcc.2002.1009117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmcc.2002.1009117","pdf_url":null,"source":{"id":"https://openalex.org/S4210227557","display_name":"IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)","issn_l":"1094-6977","issn":["1094-6977","1558-2442"],"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 Systems, Man and Cybernetics, Part C (Applications and Reviews)","raw_type":"journal-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/A5075247612","display_name":"Imed Kacem","orcid":"https://orcid.org/0000-0001-6649-7257"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"I. Kacem","raw_affiliation_strings":["Laboratoire dAutomatique et dInformatique de Lille, URA CNRS D 1440,Cit\u00e9 Scientifique, Ecole Centrale de Lille, Villeneuve d'Ascq, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire dAutomatique et dInformatique de Lille, URA CNRS D 1440,Cit\u00e9 Scientifique, Ecole Centrale de Lille, Villeneuve d'Ascq, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I7454413"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019923976","display_name":"Slim Hammadi","orcid":"https://orcid.org/0000-0002-5187-4870"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S. Hammadi","raw_affiliation_strings":["Laboratoire dAutomatique et dInformatique de Lille, URA CNRS D 1440,Cit\u00e9 Scientifique, Ecole Centrale de Lille, Villeneuve d'Ascq, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire dAutomatique et dInformatique de Lille, URA CNRS D 1440,Cit\u00e9 Scientifique, Ecole Centrale de Lille, Villeneuve d'Ascq, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I7454413"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110017758","display_name":"Pierre Borne","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. Borne","raw_affiliation_strings":["Laboratoire dAutomatique et dInformatique de Lille, URA CNRS D 1440,Cit\u00e9 Scientifique, Ecole Centrale de Lille, Villeneuve d'Ascq, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire dAutomatique et dInformatique de Lille, URA CNRS D 1440,Cit\u00e9 Scientifique, Ecole Centrale de Lille, Villeneuve d'Ascq, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I7454413"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":21.4504,"has_fulltext":false,"cited_by_count":773,"citation_normalized_percentile":{"value":0.99698128,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"32","issue":"1","first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9961000084877014,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9957000017166138,"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/computer-science","display_name":"Computer science","score":0.6819156408309937},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6271249055862427},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6168679594993591},{"id":"https://openalex.org/keywords/job-shop","display_name":"Job shop","score":0.6016532182693481},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5534932613372803},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4931337535381317},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.46101346611976624},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4450654685497284},{"id":"https://openalex.org/keywords/assignment-problem","display_name":"Assignment problem","score":0.43445637822151184},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.34877121448516846},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.34211933612823486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22508424520492554},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1462094783782959},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10147145390510559},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.09386318922042847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6819156408309937},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6271249055862427},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6168679594993591},{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.6016532182693481},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5534932613372803},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4931337535381317},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.46101346611976624},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4450654685497284},{"id":"https://openalex.org/C85044808","wikidata":"https://www.wikidata.org/wiki/Q620614","display_name":"Assignment problem","level":2,"score":0.43445637822151184},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.34877121448516846},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.34211933612823486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22508424520492554},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1462094783782959},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10147145390510559},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.09386318922042847},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsmcc.2002.1009117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmcc.2002.1009117","pdf_url":null,"source":{"id":"https://openalex.org/S4210227557","display_name":"IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)","issn_l":"1094-6977","issn":["1094-6977","1558-2442"],"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 Systems, Man and Cybernetics, Part C (Applications and Reviews)","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04001450v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04001450","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 2002, 32 (1), pp.1-13. &#x27E8;10.1109/TSMCC.2002.1009117&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W147458948","https://openalex.org/W1507363803","https://openalex.org/W1564833957","https://openalex.org/W1606581042","https://openalex.org/W1639032689","https://openalex.org/W2014868958","https://openalex.org/W2025122413","https://openalex.org/W2037678563","https://openalex.org/W2040877664","https://openalex.org/W2105030247","https://openalex.org/W2130272456","https://openalex.org/W2142183404","https://openalex.org/W2145748992","https://openalex.org/W2308123858","https://openalex.org/W2751083064","https://openalex.org/W2751335644","https://openalex.org/W2997704850","https://openalex.org/W3023540311","https://openalex.org/W3202531429","https://openalex.org/W4285719527","https://openalex.org/W4294962951","https://openalex.org/W6630399596"],"related_works":["https://openalex.org/W2025157869","https://openalex.org/W2074650926","https://openalex.org/W2031676021","https://openalex.org/W2090045937","https://openalex.org/W1988229514","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W2163588069"],"abstract_inverted_index":{"Traditionally,":[0],"assignment":[1,36,70,84],"and":[2,24,37,66,114],"scheduling":[3,39],"decisions":[4,20],"are":[5,143],"made":[6],"separately":[7],"at":[8],"different":[9],"levels":[10],"of":[11,18,63,111,120,149],"the":[12,35,50,61,83,88,104,112,118,131,137,147,150],"production":[13],"management":[14],"framework.":[15],"The":[16,46,74],"combining":[17],"such":[19,92],"presents":[21],"additional":[22],"complexity":[23],"new":[25,30],"problems.":[26],"We":[27,107],"present":[28],"two":[29,151],"approaches":[31],"to":[32,59,102,129,145],"solve":[33,60,130],"jointly":[34],"job-shop":[38,133],"problems":[40],"(with":[41],"total":[42],"or":[43],"partial":[44],"flexibility).":[45],"first":[47,89],"one":[48,76],"is":[49,77],"approach":[51,80],"by":[52,82,87,135],"localization":[53],"(AL).":[54],"It":[55],"makes":[56],"it":[57],"possible":[58],"problem":[62,134],"resource":[64],"allocation":[65],"build":[67],"an":[68,78,93],"ideal":[69],"model":[71,85],"(assignments":[72],"schemata).":[73],"second":[75],"evolutionary":[79],"controlled":[81],"(generated":[86],"approach).":[90],"In":[91],"approach,":[94],"we":[95],"apply":[96],"advanced":[97],"genetic":[98,138],"manipulations":[99],"in":[100,117],"order":[101],"enhance":[103],"solution":[105],"quality.":[106],"also":[108],"explain":[109],"some":[110],"practical":[113],"theoretical":[115],"considerations":[116],"construction":[119],"a":[121],"more":[122],"robust":[123],"encoding":[124],"that":[125],"will":[126],"enable":[127],"us":[128],"flexible":[132],"applying":[136],"algorithms":[139],"(GAs).":[140],"Two":[141],"examples":[142],"presented":[144],"show":[146],"efficiency":[148],"suggested":[152],"methodologies.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":48},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":40},{"year":2022,"cited_by_count":34},{"year":2021,"cited_by_count":41},{"year":2020,"cited_by_count":45},{"year":2019,"cited_by_count":45},{"year":2018,"cited_by_count":40},{"year":2017,"cited_by_count":27},{"year":2016,"cited_by_count":36},{"year":2015,"cited_by_count":52},{"year":2014,"cited_by_count":41},{"year":2013,"cited_by_count":36},{"year":2012,"cited_by_count":41}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
