{"id":"https://openalex.org/W4213428876","doi":"https://doi.org/10.1109/wsc52266.2021.9715442","title":"A Biased-Randomized Discrete-Event Heuristic for the Hybrid Flow Shop Problem with Batching and Multiple Paths","display_name":"A Biased-Randomized Discrete-Event Heuristic for the Hybrid Flow Shop Problem with Batching and Multiple Paths","publication_year":2021,"publication_date":"2021-12-12","ids":{"openalex":"https://openalex.org/W4213428876","doi":"https://doi.org/10.1109/wsc52266.2021.9715442"},"language":"en","primary_location":{"id":"doi:10.1109/wsc52266.2021.9715442","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc52266.2021.9715442","pdf_url":null,"source":{"id":"https://openalex.org/S4363607949","display_name":"2021 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 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/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":true,"raw_author_name":"Christoph Laroque","raw_affiliation_strings":["Institute for Management and Information, University of Applied Sciences Zwickau,Zwickau,GERMANY,08056"],"affiliations":[{"raw_affiliation_string":"Institute for Management and Information, University of Applied Sciences Zwickau,Zwickau,GERMANY,08056","institution_ids":["https://openalex.org/I4210150056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045432239","display_name":"Madlene Lei\u00dfau","orcid":"https://orcid.org/0009-0009-4121-3970"},"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":"Madlene Leissau","raw_affiliation_strings":["Institute for Management and Information, University of Applied Sciences Zwickau,Zwickau,GERMANY,08056"],"affiliations":[{"raw_affiliation_string":"Institute for Management and Information, University of Applied Sciences Zwickau,Zwickau,GERMANY,08056","institution_ids":["https://openalex.org/I4210150056"]}]},{"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":["Universitat Oberta de Catalunya, Euncet Business School,IN3 &#x2013; Computer Science Dept.,Barcelona,SPAIN,08018","IN3 &#x2013"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya, Euncet Business School,IN3 &#x2013; Computer Science Dept.,Barcelona,SPAIN,08018","institution_ids":["https://openalex.org/I138847295"]},{"raw_affiliation_string":"IN3 &#x2013","institution_ids":[]}]},{"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":["Universitat Oberta de Catalunya, Euncet Business School,IN3 &#x2013; Computer Science Dept.,Barcelona,SPAIN,08018","IN3 &#x2013"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya, Euncet Business School,IN3 &#x2013; Computer Science Dept.,Barcelona,SPAIN,08018","institution_ids":["https://openalex.org/I138847295"]},{"raw_affiliation_string":"IN3 &#x2013","institution_ids":[]}]},{"author_position":"middle","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":false,"raw_author_name":"Angel A. Juan","raw_affiliation_strings":["Universitat Oberta de Catalunya, Euncet Business School,IN3 &#x2013; Computer Science Dept.,Barcelona,SPAIN,08018","IN3 &#x2013"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya, Euncet Business School,IN3 &#x2013; Computer Science Dept.,Barcelona,SPAIN,08018","institution_ids":["https://openalex.org/I138847295"]},{"raw_affiliation_string":"IN3 &#x2013","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026985844","display_name":"Christin Schumacher","orcid":"https://orcid.org/0000-0002-9847-0443"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christin Schumacher","raw_affiliation_strings":["TU Dortmund University,Informatik 4 &#x2013; Modeling and Simulation,Department of Computer Science,Dortmund,GERMANY,D-44221","Department of Computer Science, Informatik 4 &#x2013"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University,Informatik 4 &#x2013; Modeling and Simulation,Department of Computer Science,Dortmund,GERMANY,D-44221","institution_ids":["https://openalex.org/I200332995"]},{"raw_affiliation_string":"Department of Computer Science, Informatik 4 &#x2013","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5037832906"],"corresponding_institution_ids":["https://openalex.org/I4210150056"],"apc_list":null,"apc_paid":null,"fwci":0.4424,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61381074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9998000264167786,"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":0.9991999864578247,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.7931171655654907},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.7701191902160645},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.7261751890182495},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6797114610671997},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.640022873878479},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6381925344467163},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.5778443813323975},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5235214233398438},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.47537270188331604},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41393864154815674},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23744729161262512},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.20375365018844604},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.16209667921066284}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.7931171655654907},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.7701191902160645},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.7261751890182495},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6797114610671997},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.640022873878479},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6381925344467163},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.5778443813323975},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5235214233398438},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.47537270188331604},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41393864154815674},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23744729161262512},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.20375365018844604},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.16209667921066284},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc52266.2021.9715442","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc52266.2021.9715442","pdf_url":null,"source":{"id":"https://openalex.org/S4363607949","display_name":"2021 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2773297097","display_name":null,"funder_award_id":"783163","funder_id":"https://openalex.org/F4320327207","funder_display_name":"Electronic Components and Systems for European Leadership"}],"funders":[{"id":"https://openalex.org/F4320327207","display_name":"Electronic Components and Systems for European Leadership","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W161389394","https://openalex.org/W1537114823","https://openalex.org/W1740963476","https://openalex.org/W1982360953","https://openalex.org/W2022369810","https://openalex.org/W2024085737","https://openalex.org/W2030535570","https://openalex.org/W2038651024","https://openalex.org/W2059216261","https://openalex.org/W2075167823","https://openalex.org/W2085034949","https://openalex.org/W2090069860","https://openalex.org/W2122967269","https://openalex.org/W2138913627","https://openalex.org/W2280899086","https://openalex.org/W2345833472","https://openalex.org/W2475189112","https://openalex.org/W2588854804","https://openalex.org/W2763920787","https://openalex.org/W2811008753","https://openalex.org/W2896014154","https://openalex.org/W2905418984","https://openalex.org/W3135018291","https://openalex.org/W4247323843","https://openalex.org/W6735168375"],"related_works":["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","https://openalex.org/W1971939018","https://openalex.org/W3155166764"],"abstract_inverted_index":{"Based":[0],"on":[1,22],"a":[2,8,17,29,51,59,75,118,142],"real-life":[3],"use-case,":[4],"this":[5],"paper":[6],"discusses":[7],"manufacturing":[9],"scenario":[10],"where":[11,37],"different":[12],"jobs":[13,41,79],"be":[14,45,56,88,111,139],"processed":[15],"by":[16,132],"series":[18],"of":[19,40,50,78],"machines.":[20],"Depending":[21],"its":[23],"type,":[24],"each":[25],"job":[26],"must":[27],"follow":[28],"pre-defined":[30],"route":[31],"in":[32,42],"the":[33,38,83,92,106],"hybrid":[34,60],"flow":[35,61],"shop,":[36],"aggregation":[39],"batches":[43],"might":[44],"required":[46],"at":[47],"several":[48,65],"points":[49],"route.":[52],"This":[53],"process":[54],"can":[55,87,124,137],"modeled":[57],"as":[58],"shop":[62],"problem":[63],"with":[64,96,113],"additional":[66],"but":[67],"realistic":[68],"restrictions.":[69],"The":[70,121],"objective":[71],"is":[72],"to":[73,90,101,105,110,141,144],"find":[74,125],"good":[76],"permutation":[77],"(solution)":[80],"that":[81,127],"minimizes":[82],"makespan.":[84],"Discrete-event":[85],"simulation":[86,108,134],"used":[89],"obtain":[91,102],"makespan":[93],"value":[94],"associated":[95],"any":[97],"given":[98],"permutation.":[99],"However,":[100],"high-quality":[103],"solutions":[104,126],"problem,":[107],"needs":[109],"combined":[112],"an":[114],"optimization":[115],"component,":[116],"e.g.,":[117],"discrete-event":[119],"heuristic.":[120],"proposed":[122],"approach":[123],"significantly":[128],"outperform":[129],"those":[130],"provided":[131],"employing":[133],"only":[135],"and":[136],"easily":[138],"extended":[140],"simheuristic":[143],"account":[145],"for":[146],"random":[147],"processing":[148],"times.":[149]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
