{"id":"https://openalex.org/W3006250659","doi":"https://doi.org/10.1080/08839514.2020.1723871","title":"Handling Sequence-dependent Setup Time Flexible Job Shop Problem with Learning and Deterioration Considerations using Evolutionary Bi-level Optimization","display_name":"Handling Sequence-dependent Setup Time Flexible Job Shop Problem with Learning and Deterioration Considerations using Evolutionary Bi-level Optimization","publication_year":2020,"publication_date":"2020-02-14","ids":{"openalex":"https://openalex.org/W3006250659","doi":"https://doi.org/10.1080/08839514.2020.1723871","mag":"3006250659"},"language":"en","primary_location":{"id":"doi:10.1080/08839514.2020.1723871","is_oa":false,"landing_page_url":"https://doi.org/10.1080/08839514.2020.1723871","pdf_url":null,"source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doaj.org/article/f4d8ca85fdd8431d87931bc928f609d1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046896638","display_name":"Ameni Azzouz","orcid":"https://orcid.org/0000-0001-9869-2727"},"institutions":[{"id":"https://openalex.org/I4210140729","display_name":"Institut Sup\u00e9rieur de Gestion de Tunis","ror":"https://ror.org/04w9mdw91","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496","https://openalex.org/I4210140729"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Ameni Azzouz","raw_affiliation_strings":["Institut Sup\u00e9rieur De Gestion, SMART Lab, Universit\u00e9 De Tunis, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"Institut Sup\u00e9rieur De Gestion, SMART Lab, Universit\u00e9 De Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I4210140729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040931960","display_name":"Abir Chaabani","orcid":"https://orcid.org/0000-0003-0283-6111"},"institutions":[{"id":"https://openalex.org/I4210140729","display_name":"Institut Sup\u00e9rieur de Gestion de Tunis","ror":"https://ror.org/04w9mdw91","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496","https://openalex.org/I4210140729"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Abir Chaabani","raw_affiliation_strings":["Institut Sup\u00e9rieur De Gestion, SMART Lab, Universit\u00e9 De Tunis, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"Institut Sup\u00e9rieur De Gestion, SMART Lab, Universit\u00e9 De Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I4210140729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086072431","display_name":"Meriem Ennigrou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140729","display_name":"Institut Sup\u00e9rieur de Gestion de Tunis","ror":"https://ror.org/04w9mdw91","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496","https://openalex.org/I4210140729"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Meriem Ennigrou","raw_affiliation_strings":["Institut Sup\u00e9rieur De Gestion, SMART Lab, Universit\u00e9 De Tunis, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"Institut Sup\u00e9rieur De Gestion, SMART Lab, Universit\u00e9 De Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I4210140729"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028612749","display_name":"Lamjed Ben Sa\u00efd","orcid":"https://orcid.org/0000-0001-9225-884X"},"institutions":[{"id":"https://openalex.org/I4210140729","display_name":"Institut Sup\u00e9rieur de Gestion de Tunis","ror":"https://ror.org/04w9mdw91","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496","https://openalex.org/I4210140729"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Lamjed Ben Said","raw_affiliation_strings":["Institut Sup\u00e9rieur De Gestion, SMART Lab, Universit\u00e9 De Tunis, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"Institut Sup\u00e9rieur De Gestion, SMART Lab, Universit\u00e9 De Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I4210140729"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046896638"],"corresponding_institution_ids":["https://openalex.org/I4210140729"],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":1.0841,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.81353946,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"34","issue":"6","first_page":"433","last_page":"455"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":1.0,"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":1.0,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9934999942779541,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9922999739646912,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8078030347824097},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.670598566532135},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5876156687736511},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5665539503097534},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5664499998092651},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5568411350250244},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.550197184085846},{"id":"https://openalex.org/keywords/job-shop","display_name":"Job shop","score":0.4974975883960724},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.48470187187194824},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3792593777179718},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.23982194066047668},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17764639854431152},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11358204483985901}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8078030347824097},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.670598566532135},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5876156687736511},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5665539503097534},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5664499998092651},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5568411350250244},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.550197184085846},{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.4974975883960724},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.48470187187194824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3792593777179718},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.23982194066047668},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17764639854431152},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11358204483985901},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/08839514.2020.1723871","is_oa":false,"landing_page_url":"https://doi.org/10.1080/08839514.2020.1723871","pdf_url":null,"source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f4d8ca85fdd8431d87931bc928f609d1","is_oa":true,"landing_page_url":"https://doaj.org/article/f4d8ca85fdd8431d87931bc928f609d1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Artificial Intelligence, Vol 34, Iss 6, Pp 433-455 (2020)","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:doaj.org/article:f4d8ca85fdd8431d87931bc928f609d1","is_oa":true,"landing_page_url":"https://doaj.org/article/f4d8ca85fdd8431d87931bc928f609d1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Artificial Intelligence, Vol 34, Iss 6, Pp 433-455 (2020)","raw_type":"article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W55681417","https://openalex.org/W1576373160","https://openalex.org/W1580090600","https://openalex.org/W1588628884","https://openalex.org/W1589975099","https://openalex.org/W1597653328","https://openalex.org/W1676470423","https://openalex.org/W1970176495","https://openalex.org/W1985864288","https://openalex.org/W1991130417","https://openalex.org/W2004512235","https://openalex.org/W2014072442","https://openalex.org/W2015044498","https://openalex.org/W2028263671","https://openalex.org/W2030087828","https://openalex.org/W2031264011","https://openalex.org/W2044801787","https://openalex.org/W2046437335","https://openalex.org/W2076716919","https://openalex.org/W2080983155","https://openalex.org/W2087753833","https://openalex.org/W2096166399","https://openalex.org/W2122736695","https://openalex.org/W2122967269","https://openalex.org/W2124659975","https://openalex.org/W2144821292","https://openalex.org/W2146219471","https://openalex.org/W2166900052","https://openalex.org/W2168328014","https://openalex.org/W2289002125","https://openalex.org/W2381817445","https://openalex.org/W2584781797","https://openalex.org/W2613377082","https://openalex.org/W2738004730"],"related_works":["https://openalex.org/W3204654320","https://openalex.org/W2030389264","https://openalex.org/W2239978108","https://openalex.org/W2007669147","https://openalex.org/W4212999453","https://openalex.org/W2037899945","https://openalex.org/W4321004257","https://openalex.org/W4315865048","https://openalex.org/W2144161715","https://openalex.org/W2116942543"],"abstract_inverted_index":{"Bi-level":[0],"optimization":[1,18,84],"is":[2],"a":[3,28,123,135,156],"challenging":[4],"research":[5,165],"area":[6,166],"that":[7],"has":[8],"received":[9],"significant":[10],"attention":[11],"from":[12],"researchers":[13],"to":[14,94,110,139,167],"model":[15],"enormous":[16],"NP-hard":[17,170],"problems":[19,97],"and":[20,43,59,150],"real-life":[21,66],"applications.":[22],"In":[23],"this":[24,52,108,164],"paper,":[25],"we":[26,105,133],"propose":[27,134],"new":[29,124],"evolutionary":[30,137],"bi-level":[31,83,117,125,136,157],"algorithm":[32,138],"for":[33,128],"Flexible":[34],"Job":[35],"Shop":[36],"Problem":[37],"with":[38],"Sequence-Dependent":[39],"Setup":[40],"Time":[41],"(SDST-FJSP)":[42],"learning/deterioration":[44],"effects.":[45],"There":[46],"are":[47,71],"two":[48],"main":[49],"motivations":[50],"behind":[51],"work.":[53],"On":[54,79],"the":[55,76,80,112,116,129,141,152,160],"one":[56],"hand,":[57,82],"learning":[58],"deterioration":[60],"effects":[61],"might":[62],"occur":[63],"simultaneously":[64],"in":[65,75,107,163],"production":[67],"systems.":[68],"However,":[69],"there":[70],"still":[72],"ill":[73],"posed":[74],"scheduling":[77],"area.":[78],"other":[81],"was":[85],"presented":[86],"as":[87],"an":[88],"interesting":[89],"resolution":[90],"scheme":[91,158],"easily":[92],"applied":[93],"more":[95],"complex":[96],"without":[98],"additional":[99],"modifications.":[100],"Motivated":[101],"by":[102],"these":[103],"issues,":[104],"attempt":[106],"work":[109],"solve":[111,140,168],"FJSP":[113],"variant":[114],"using":[115,155],"programming":[118],"framework.":[119],"We":[120],"suggest":[121],"firstly":[122],"mathematical":[126],"formulation":[127],"considered":[130],"FJSP;":[131],"then":[132],"problem.":[142,171],"The":[143],"experimental":[144],"study":[145],"on":[146],"well-established":[147],"benchmarks":[148],"assesses":[149],"validates":[151],"advantage":[153],"of":[154],"over":[159],"compared":[161],"approaches":[162],"such":[169]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
