{"id":"https://openalex.org/W3142743324","doi":"https://doi.org/10.1109/wsc48552.2020.9383895","title":"A Discrete-Event Heuristic for Makespan Optimization in Multi-Server Flow-Shop Problems with Machine re-entering","display_name":"A Discrete-Event Heuristic for Makespan Optimization in Multi-Server Flow-Shop Problems with Machine re-entering","publication_year":2020,"publication_date":"2020-12-14","ids":{"openalex":"https://openalex.org/W3142743324","doi":"https://doi.org/10.1109/wsc48552.2020.9383895","mag":"3142743324"},"language":"en","primary_location":{"id":"doi:10.1109/wsc48552.2020.9383895","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc48552.2020.9383895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Winter Simulation Conference (WSC)","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/A5080136207","display_name":"\u00c1ngel A. Juan","orcid":"https://orcid.org/0000-0003-1392-1776"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Angel A. Juan","raw_affiliation_strings":["Euncet Business School, Universitat Oberta de Catalunya, Castelldefels, SPAIN"],"affiliations":[{"raw_affiliation_string":"Euncet Business School, Universitat Oberta de Catalunya, Castelldefels, SPAIN","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009928961","display_name":"Pedro Copado","orcid":"https://orcid.org/0000-0003-4219-5056"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pedro Copado","raw_affiliation_strings":["Euncet Business School, Universitat Oberta de Catalunya, Castelldefels, SPAIN"],"affiliations":[{"raw_affiliation_string":"Euncet Business School, Universitat Oberta de Catalunya, Castelldefels, SPAIN","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078895046","display_name":"Javier Panadero","orcid":"https://orcid.org/0000-0002-3793-3328"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Panadero","raw_affiliation_strings":["Euncet Business School, Universitat Oberta de Catalunya, Castelldefels, SPAIN"],"affiliations":[{"raw_affiliation_string":"Euncet Business School, Universitat Oberta de Catalunya, Castelldefels, SPAIN","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037832906","display_name":"Christoph Laroque","orcid":"https://orcid.org/0000-0002-3076-1754"},"institutions":[{"id":"https://openalex.org/I4210150056","display_name":"Wests\u00e4chsische Hochschule Zwickau","ror":"https://ror.org/04ms51788","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210150056"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Laroque","raw_affiliation_strings":["Institute for Management and Information, University of Applied Sciences Zwickau, Zwickau, GERMANY"],"affiliations":[{"raw_affiliation_string":"Institute for Management and Information, University of Applied Sciences Zwickau, Zwickau, GERMANY","institution_ids":["https://openalex.org/I4210150056"]}]},{"author_position":"last","author":{"id":null,"display_name":"Rocio de la Torre","orcid":null},"institutions":[{"id":"https://openalex.org/I175051016","display_name":"Universidad Publica de Navarra","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rocio de la Torre","raw_affiliation_strings":["INARBE Institute, Public University of Navarre, Pamplona, SPAIN"],"affiliations":[{"raw_affiliation_string":"INARBE Institute, Public University of Navarre, Pamplona, SPAIN","institution_ids":["https://openalex.org/I175051016"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5080136207"],"corresponding_institution_ids":["https://openalex.org/I138847295"],"apc_list":null,"apc_paid":null,"fwci":0.1807,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64136598,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1492","last_page":"1502"},"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":0.9991999864578247,"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":0.9976000189781189,"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":0.7781268358230591},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7026820778846741},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.6777887940406799},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6218215227127075},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5823681354522705},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4831494688987732},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.4556158483028412},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41232746839523315},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3773069381713867},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3504253029823303},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34461745619773865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21082374453544617},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.1873016059398651},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.155388742685318},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1531255841255188},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11280468106269836},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11157789826393127}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.7781268358230591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7026820778846741},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.6777887940406799},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6218215227127075},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5823681354522705},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4831494688987732},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.4556158483028412},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41232746839523315},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3773069381713867},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3504253029823303},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34461745619773865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21082374453544617},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.1873016059398651},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.155388742685318},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1531255841255188},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11280468106269836},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11157789826393127},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc48552.2020.9383895","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc48552.2020.9383895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335551","display_name":"Erasmus+","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1638591345","https://openalex.org/W1740963476","https://openalex.org/W1973352080","https://openalex.org/W1977288447","https://openalex.org/W1979331614","https://openalex.org/W2005705791","https://openalex.org/W2007738794","https://openalex.org/W2009984179","https://openalex.org/W2015940102","https://openalex.org/W2020463123","https://openalex.org/W2029397249","https://openalex.org/W2078710139","https://openalex.org/W2079217767","https://openalex.org/W2085011399","https://openalex.org/W2090069860","https://openalex.org/W2156391157","https://openalex.org/W2158400788","https://openalex.org/W2280899086","https://openalex.org/W2345833472","https://openalex.org/W2475189112","https://openalex.org/W2493230289","https://openalex.org/W2588854804","https://openalex.org/W2596156679","https://openalex.org/W2626332724","https://openalex.org/W2755152478","https://openalex.org/W2769853651","https://openalex.org/W2789433658","https://openalex.org/W2896014154","https://openalex.org/W2913343440","https://openalex.org/W2975789014","https://openalex.org/W3004387159","https://openalex.org/W3108902754","https://openalex.org/W4252685822"],"related_works":["https://openalex.org/W187987682","https://openalex.org/W2185192838","https://openalex.org/W2069961172","https://openalex.org/W2955323683","https://openalex.org/W1564838499","https://openalex.org/W2559484340","https://openalex.org/W26892725","https://openalex.org/W1971939018","https://openalex.org/W3155166764","https://openalex.org/W2140584489"],"abstract_inverted_index":{"Modern":[0],"Manufacturing,":[1],"known":[2],"as":[3,38,161],"Industrial":[4],"Internet":[5],"or":[6,60],"Industry":[7],"4.0,":[8],"is":[9,79,93],"more":[10],"than":[11],"ever":[12],"determined":[13],"by":[14,103],"customer-specific":[15],"products,":[16],"that":[17,96],"are":[18],"to":[19,81,100,114,172],"be":[20,36,101],"manufactured":[21],"and":[22,28,91,131],"delivered":[23],"in":[24,140],"given":[25],"lead":[26],"times":[27],"due-dates.":[29],"Many":[30],"of":[31,42,72,120,154,168,176],"these":[32],"manufacturing":[33,54],"systems":[34],"can":[35,45],"modeled":[37],"flow-shops":[39],"where":[40,63],"some":[41,70],"the":[43,73,84,105,111,118,122,152,162,174],"processes":[44,68,160],"handle":[46],"jobs":[47,64],"on":[48],"parallel":[49],"machines.":[50],"In":[51],"addition,":[52],"complex":[53,128],"environments":[55],"contain":[56],"specific":[57,67,77],"machine":[58,112],"loops":[59],"re-entry":[61],"cycles":[62],"might":[65],"re-enter":[66],"at":[69],"point":[71],"flow-shop":[74,129],"chain.":[75],"A":[76,166],"server":[78,107],"assigned":[80],"a":[82,89,155],"job":[83,98],"first":[85],"time":[86],"it":[87,92,109,139],"visits":[88],"machine,":[90],"quite":[94],"usual":[95],"this":[97,124,127],"has":[99],"processed":[102],"exactly":[104],"same":[106],"if":[108],"re-visits":[110],"due":[113],"quality":[115],"issues.":[116],"With":[117],"goal":[119],"minimizing":[121],"makespan,":[123],"paper":[125],"analyzes":[126],"setting":[130],"proposes":[132],"an":[133],"original":[134],"discrete-event":[135,156],"heuristic":[136],"for":[137],"solving":[138],"short":[141],"computing":[142],"times.":[143],"Our":[144],"algorithm":[145],"combines":[146],"biased":[147],"(non-uniform)":[148],"randomization":[149],"strategies":[150],"with":[151],"use":[153],"list,":[157],"which":[158],"iteratively":[159],"simulation":[163],"clock":[164],"advances.":[165],"series":[167],"computational":[169],"experiments":[170],"contribute":[171],"illustrate":[173],"performance":[175],"our":[177],"methodology.":[178]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
