{"id":"https://openalex.org/W3202369852","doi":"https://doi.org/10.1109/case49439.2021.9551529","title":"A Monte Carlo based method to maximize the service level on the makespan in the stochastic flexible job-shop scheduling problem","display_name":"A Monte Carlo based method to maximize the service level on the makespan in the stochastic flexible job-shop scheduling problem","publication_year":2021,"publication_date":"2021-08-23","ids":{"openalex":"https://openalex.org/W3202369852","doi":"https://doi.org/10.1109/case49439.2021.9551529","mag":"3202369852"},"language":"en","primary_location":{"id":"doi:10.1109/case49439.2021.9551529","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case49439.2021.9551529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 17th International Conference on Automation Science and Engineering (CASE)","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/A5104086064","display_name":"Mario Flores G\u00f3mez","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/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mario Flores Gomez","raw_affiliation_strings":["Department of Manufacturing Sciences and Logistics, Mines Saint-Etienne, Univ Clermont Auvergne; CNRS, UMR 6158 LIMOS; CMP, Gardanne, France","CNRS, UMR 6158 LIMOS","CMP, Gardanne, France","Department of Manufacturing Sciences and Logistics, Mines Saint-Etienne, Univ Clermont Auvergne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Manufacturing Sciences and Logistics, Mines Saint-Etienne, Univ Clermont Auvergne; CNRS, UMR 6158 LIMOS; CMP, Gardanne, France","institution_ids":["https://openalex.org/I3019848993","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CNRS, UMR 6158 LIMOS","institution_ids":["https://openalex.org/I4210099416"]},{"raw_affiliation_string":"CMP, Gardanne, France","institution_ids":[]},{"raw_affiliation_string":"Department of Manufacturing Sciences and Logistics, Mines Saint-Etienne, Univ Clermont Auvergne","institution_ids":["https://openalex.org/I3019848993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072627802","display_name":"Valeria Borodin","orcid":"https://orcid.org/0000-0001-9285-0587"},"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/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Valeria Borodin","raw_affiliation_strings":["Department of Manufacturing Sciences and Logistics, Mines Saint-Etienne, Univ Clermont Auvergne; CNRS, UMR 6158 LIMOS; CMP, Gardanne, France","CNRS, UMR 6158 LIMOS","CMP, Gardanne, France","Department of Manufacturing Sciences and Logistics, Mines Saint-Etienne, Univ Clermont Auvergne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Manufacturing Sciences and Logistics, Mines Saint-Etienne, Univ Clermont Auvergne; CNRS, UMR 6158 LIMOS; CMP, Gardanne, France","institution_ids":["https://openalex.org/I3019848993","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CNRS, UMR 6158 LIMOS","institution_ids":["https://openalex.org/I4210099416"]},{"raw_affiliation_string":"CMP, Gardanne, France","institution_ids":[]},{"raw_affiliation_string":"Department of Manufacturing Sciences and Logistics, Mines Saint-Etienne, Univ Clermont Auvergne","institution_ids":["https://openalex.org/I3019848993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028102263","display_name":"St\u00e9phane Dauz\u00e8re\u2010P\u00e9r\u00e8s","orcid":"https://orcid.org/0000-0002-3566-3248"},"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/I181046868","display_name":"BI Norwegian Business School","ror":"https://ror.org/03ez40v33","country_code":"NO","type":"education","lineage":["https://openalex.org/I181046868"]},{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]}],"countries":["FR","NO"],"is_corresponding":false,"raw_author_name":"Stephane Dauzere-Peres","raw_affiliation_strings":["Department of Accounting and Operations Management, BI Norwegian Business School, Oslo, Norway","Department of Manufacturing Sciences and Logistics, Mines Saint-Etienne, Univ Clermont Auvergne; CNRS, UMR 6158 LIMOS; CMP, Gardanne, France","CNRS, UMR 6158 LIMOS","Department of Manufacturing Sciences and Logistics, Mines Saint-Etienne, Univ Clermont Auvergne","CMP, Gardanne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Accounting and Operations Management, BI Norwegian Business School, Oslo, Norway","institution_ids":["https://openalex.org/I181046868"]},{"raw_affiliation_string":"Department of Manufacturing Sciences and Logistics, Mines Saint-Etienne, Univ Clermont Auvergne; CNRS, UMR 6158 LIMOS; CMP, Gardanne, France","institution_ids":["https://openalex.org/I3019848993","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CNRS, UMR 6158 LIMOS","institution_ids":["https://openalex.org/I4210099416"]},{"raw_affiliation_string":"Department of Manufacturing Sciences and Logistics, Mines Saint-Etienne, Univ Clermont Auvergne","institution_ids":["https://openalex.org/I3019848993"]},{"raw_affiliation_string":"CMP, Gardanne, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.907,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79364086,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2072","last_page":"2077"},"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":0.9990000128746033,"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/T12176","display_name":"Optimization and Packing Problems","score":0.9980000257492065,"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/job-shop-scheduling","display_name":"Job shop scheduling","score":0.8834639191627502},{"id":"https://openalex.org/keywords/tabu-search","display_name":"Tabu search","score":0.6953368186950684},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6536193490028381},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6352158188819885},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6291415691375732},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5719552636146545},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5456451177597046},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5279842019081116},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.41901636123657227},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2315196692943573},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1754344403743744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17441990971565247},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.16956979036331177},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06833219528198242}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.8834639191627502},{"id":"https://openalex.org/C123370116","wikidata":"https://www.wikidata.org/wiki/Q1424540","display_name":"Tabu search","level":2,"score":0.6953368186950684},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6536193490028381},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6352158188819885},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6291415691375732},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5719552636146545},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5456451177597046},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5279842019081116},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.41901636123657227},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2315196692943573},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1754344403743744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17441990971565247},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.16956979036331177},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06833219528198242},{"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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/case49439.2021.9551529","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case49439.2021.9551529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 17th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:emse-03907797v1","is_oa":false,"landing_page_url":"https://hal-emse.ccsd.cnrs.fr/emse-03907797","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":"2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), Aug 2021, Lyon, France. pp.2072-2077, &#x27E8;10.1109/CASE49439.2021.9551529&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W74300282","https://openalex.org/W159012016","https://openalex.org/W2017373162","https://openalex.org/W2025389484","https://openalex.org/W2029838689","https://openalex.org/W2033918224","https://openalex.org/W2046437335","https://openalex.org/W2122736695","https://openalex.org/W2157846217","https://openalex.org/W2161446423","https://openalex.org/W2170630727"],"related_works":["https://openalex.org/W2321371676","https://openalex.org/W2937685542","https://openalex.org/W2185192838","https://openalex.org/W2967782293","https://openalex.org/W2955323683","https://openalex.org/W1564838499","https://openalex.org/W2069961172","https://openalex.org/W2559484340","https://openalex.org/W26892725","https://openalex.org/W2165758382"],"abstract_inverted_index":{"This":[0],"paper":[1],"considers":[2],"the":[3,14,18,26,29,68,78,84],"flexible":[4],"job-shop":[5],"scheduling":[6],"problem":[7],"with":[8,23,49],"stochastic":[9],"processing":[10],"times.":[11],"Contrary":[12],"to":[13,21,31],"classical":[15],"criteria":[16],"in":[17],"literature":[19],"used":[20],"deal":[22],"random":[24,72],"parameters,":[25],"probability":[27],"of":[28,64,71,80,83],"makespan":[30,39],"be":[32],"smaller":[33],"than":[34],"a":[35,50],"predefined":[36],"value,":[37],"called":[38],"service":[40],"level,":[41],"is":[42,55],"maximized.":[43],"A":[44],"tabu":[45],"search":[46],"approach":[47],"combined":[48],"Monte":[51],"Carlo":[52],"sampling":[53],"method":[54],"proposed.":[56],"Computational":[57],"experiments":[58],"are":[59],"conducted":[60],"on":[61],"extended":[62],"versions":[63],"benchmark":[65],"instances,":[66],"including":[67],"probabilistic":[69],"description":[70],"parameters.":[73],"The":[74],"numerical":[75],"results":[76],"illustrate":[77],"impact":[79],"key":[81],"characteristics":[82],"proposed":[85],"approach.":[86]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2021-10-11T00:00:00"}
