{"id":"https://openalex.org/W4385417579","doi":"https://doi.org/10.1080/00207543.2023.2238084","title":"Multi-criteria scheduling of realistic flexible job shop: a novel approach for integrating simulation modelling and multi-criteria decision making","display_name":"Multi-criteria scheduling of realistic flexible job shop: a novel approach for integrating simulation modelling and multi-criteria decision making","publication_year":2023,"publication_date":"2023-07-31","ids":{"openalex":"https://openalex.org/W4385417579","doi":"https://doi.org/10.1080/00207543.2023.2238084"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2023.2238084","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2238084","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"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":"International Journal of Production Research","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2308.03379","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"M. Thenarasu","orcid":"https://orcid.org/0000-0001-6759-6417"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"M. Thenarasu","raw_affiliation_strings":["Department of Mechanical Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India","Department of Mechanical Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India (India)"],"raw_orcid":"https://orcid.org/0000-0001-6759-6417","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India (India)","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112487163","display_name":"K. Rameshkumar","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Rameshkumar","raw_affiliation_strings":["Department of Mechanical Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India","Department of Mechanical Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India (India)"],"raw_orcid":"https://orcid.org/0000-0001-8841-3632","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India (India)","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007229078","display_name":"Maria Di Mascolo","orcid":"https://orcid.org/0000-0002-8784-9685"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"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/I4210094718","display_name":"Laboratoire des Sciences pour la Conception, l'Optimisation et la Production","ror":"https://ror.org/00rv5x925","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210094718","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Di Mascolo","raw_affiliation_strings":["Univ. Grenoble Alpes, CNRS, Grenoble INP, G-SCOP, 38000 Grenoble, France"],"raw_orcid":"https://orcid.org/0000-0002-8784-9685","affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, CNRS, Grenoble INP, G-SCOP, 38000 Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I4210094718","https://openalex.org/I899635006","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072711637","display_name":"S.P. Anbuudayasankar","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S.P. Anbuudayasankar","raw_affiliation_strings":["Department of Mechanical Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India","Department of Mechanical Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India (India)"],"raw_orcid":"https://orcid.org/0000-0002-1720-1904","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India (India)","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":4.1108,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.939788,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"62","issue":"1-2","first_page":"336","last_page":"358"},"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":0.9986000061035156,"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":0.9950000047683716,"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/tardiness","display_name":"Tardiness","score":0.9126346111297607},{"id":"https://openalex.org/keywords/job-shop","display_name":"Job shop","score":0.7421584725379944},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6638134717941284},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6444110870361328},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.5856395363807678},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.5505459904670715},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5108044147491455},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.4973583519458771},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4925425946712494},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4607345759868622},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.41550323367118835},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4055425524711609},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3689466714859009},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1987057328224182},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.16488289833068848},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12517666816711426},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.07050579786300659}],"concepts":[{"id":"https://openalex.org/C2778047078","wikidata":"https://www.wikidata.org/wiki/Q82299449","display_name":"Tardiness","level":4,"score":0.9126346111297607},{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.7421584725379944},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6638134717941284},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6444110870361328},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.5856395363807678},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.5505459904670715},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5108044147491455},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.4973583519458771},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4925425946712494},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4607345759868622},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.41550323367118835},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4055425524711609},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3689466714859009},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1987057328224182},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.16488289833068848},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12517666816711426},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.07050579786300659},{"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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":4,"locations":[{"id":"doi:10.1080/00207543.2023.2238084","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2238084","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"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":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2308.03379","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2308.03379","pdf_url":"https://arxiv.org/pdf/2308.03379","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-04176568v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04176568","pdf_url":"https://hal.science/hal-04176568/document","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":"International Journal of Production Research, 2023, pp.1-23. ⟨10.1080/00207543.2023.2238084⟩","raw_type":"Journal articles"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:62:y:2024:i:1-2:p:336-358","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2023.2238084","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2308.03379","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2308.03379","pdf_url":"https://arxiv.org/pdf/2308.03379","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385417579.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W38708963","https://openalex.org/W173895910","https://openalex.org/W1570584007","https://openalex.org/W2007367842","https://openalex.org/W2008873845","https://openalex.org/W2016738003","https://openalex.org/W2037522254","https://openalex.org/W2037678563","https://openalex.org/W2046437335","https://openalex.org/W2050570216","https://openalex.org/W2071604995","https://openalex.org/W2073870328","https://openalex.org/W2073996220","https://openalex.org/W2081326129","https://openalex.org/W2088865390","https://openalex.org/W2103599050","https://openalex.org/W2128882994","https://openalex.org/W2129611284","https://openalex.org/W2142078435","https://openalex.org/W2259660946","https://openalex.org/W2269979995","https://openalex.org/W2506108511","https://openalex.org/W2556338575","https://openalex.org/W2609220408","https://openalex.org/W2791416164","https://openalex.org/W2792484826","https://openalex.org/W2887077068","https://openalex.org/W2899958226","https://openalex.org/W2952808052","https://openalex.org/W2988665044","https://openalex.org/W3053426426","https://openalex.org/W3082309043","https://openalex.org/W3093994124","https://openalex.org/W3160936496","https://openalex.org/W3205610536","https://openalex.org/W3211444969","https://openalex.org/W4245518760","https://openalex.org/W6884894880"],"related_works":["https://openalex.org/W1980879778","https://openalex.org/W3216729967","https://openalex.org/W2902517208","https://openalex.org/W2113526966","https://openalex.org/W2034702700","https://openalex.org/W2968175378","https://openalex.org/W2738406632","https://openalex.org/W2054689640","https://openalex.org/W1980423862","https://openalex.org/W2086566512"],"abstract_inverted_index":{"Increased":[0],"flexibility":[1,127],"in":[2,9,32,50,77,110,162,193],"job":[3,75,103],"shops":[4],"leads":[5],"to":[6,44,73,87,91,128,134,191],"more":[7],"complexity":[8],"decision-making":[10],"for":[11,46,170,177],"shop":[12,26,196],"floor":[13,197],"engineers.":[14],"Partial":[15],"Flexible":[16],"Job":[17,25],"Shop":[18],"Scheduling":[19],"(PFJSS)":[20],"is":[21,85,108,147,189],"a":[22,56,111,194],"subset":[23],"of":[24,59,119,138],"problems":[27,79],"and":[28,42,66,96,101,114,122,174],"has":[29],"substantial":[30],"application":[31],"the":[33,67,89,126,130,136,144,150,163,186],"real":[34],"world.":[35],"Priority":[36],"Dispatching":[37,153],"Rules":[38,154],"(PDRs)":[39],"are":[40,160],"simple":[41],"easy":[43,190],"implement":[45,192],"making":[47],"quick":[48],"decisions":[49],"real-time.":[51],"The":[52,105,117,140,181],"present":[53],"study":[54],"proposes":[55],"novel":[57],"method":[58],"integrating":[60],"Multi-Criteria":[61],"Decision":[62],"Making":[63],"(MCDM)":[64],"methods":[65,121,146],"Discrete":[68],"Event":[69],"Simulation":[70],"(DES)":[71],"Model":[72],"define":[74],"priorities":[76],"large-scale":[78,115,178],"involving":[80],"multiple":[81],"criteria.":[82],"DES":[83,187],"approach":[84,107],"employed":[86],"model":[88,188],"PFJSS":[90],"evaluate":[92],"Makespan,":[93,171],"Flow":[94,172],"Time,":[95,173],"Tardiness-based":[97,175],"measures":[98,176],"considering":[99],"static":[100],"dynamic":[102],"arrivals.":[104],"proposed":[106,145,182],"implemented":[109],"benchmark":[112],"problem":[113],"PFJSS.":[116],"integration":[118],"MCDM":[120,166],"simulation":[123],"models":[124],"offers":[125],"choose":[129],"parameters":[131],"that":[132],"need":[133],"govern":[135],"ranking":[137],"jobs.":[139],"solution":[141],"given":[142],"by":[143],"tested":[148],"with":[149,185],"best-performing":[151],"Composite":[152],"(CDR),":[155],"combining":[156],"several":[157],"PDR,":[158],"which":[159],"available":[161],"literature.":[164],"Proposed":[165],"approaches":[167],"perform":[168],"well":[169],"real-world":[179],"problems.":[180],"methodology":[183],"integrated":[184],"real-time":[195],"environment.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5}],"updated_date":"2026-06-18T10:00:31.954636","created_date":"2023-08-01T00:00:00"}