{"id":"https://openalex.org/W4317792395","doi":"https://doi.org/10.1109/wsc57314.2022.10015506","title":"Potential of Simulation Effort Reduction by Intelligent Simulation Budget Management for Multi-Item and Multi-Stage Production Systems","display_name":"Potential of Simulation Effort Reduction by Intelligent Simulation Budget Management for Multi-Item and Multi-Stage Production Systems","publication_year":2022,"publication_date":"2022-12-11","ids":{"openalex":"https://openalex.org/W4317792395","doi":"https://doi.org/10.1109/wsc57314.2022.10015506"},"language":"en","primary_location":{"id":"doi:10.1109/wsc57314.2022.10015506","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc57314.2022.10015506","pdf_url":null,"source":{"id":"https://openalex.org/S4363607869","display_name":"2022 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":"2022 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/A5021874380","display_name":"Wolfgang Seiringer","orcid":"https://orcid.org/0000-0002-4768-0440"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Wolfgang Seiringer","raw_affiliation_strings":["University of Applied Sciences Upper Austria,School of Business and Management,Steyr,Austria,4400"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Upper Austria,School of Business and Management,Steyr,Austria,4400","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018301889","display_name":"Klaus Altendorfer","orcid":"https://orcid.org/0000-0002-3175-4855"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Klaus Altendorfer","raw_affiliation_strings":["University of Applied Sciences Upper Austria,School of Business and Management,Steyr,Austria,4400"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Upper Austria,School of Business and Management,Steyr,Austria,4400","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021833891","display_name":"Juliana Castaneda","orcid":"https://orcid.org/0000-0002-7175-3769"},"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":"Juliana Castaneda","raw_affiliation_strings":["Universitat Oberta de Catalunya,Computer Science Department,Barcelona,Spain,08018"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya,Computer Science Department,Barcelona,Spain,08018","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051528733","display_name":"Lisardo Gayan","orcid":null},"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":"Lisardo Gayan","raw_affiliation_strings":["Universitat Oberta de Catalunya,Computer Science Department,Barcelona,Spain,08018"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya,Computer Science Department,Barcelona,Spain,08018","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080136207","display_name":"\u00c1ngel A. Juan","orcid":"https://orcid.org/0000-0003-1392-1776"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Angel A. Juan","raw_affiliation_strings":["Universitat Politcnica de Valncia,Dept. of Applied Statistics and Operations Research,Alcoy,Plaza Ferrandiz-Carbonell,Spain,03801"],"affiliations":[{"raw_affiliation_string":"Universitat Politcnica de Valncia,Dept. of Applied Statistics and Operations Research,Alcoy,Plaza Ferrandiz-Carbonell,Spain,03801","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021874380"],"corresponding_institution_ids":["https://openalex.org/I4210136249"],"apc_list":null,"apc_paid":null,"fwci":1.0293,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76111409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1864","last_page":"1875"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14082","display_name":"Modeling, Simulation, and Optimization","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2607","display_name":"Discrete Mathematics and Combinatorics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9857000112533569,"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":0.6523971557617188},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6264275312423706},{"id":"https://openalex.org/keywords/percentile","display_name":"Percentile","score":0.6023656725883484},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5942939519882202},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5850708484649658},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5598595142364502},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.5030269026756287},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.4205312728881836},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32375332713127136},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15403243899345398},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12358090281486511},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09535068273544312}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6523971557617188},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6264275312423706},{"id":"https://openalex.org/C122048520","wikidata":"https://www.wikidata.org/wiki/Q2913954","display_name":"Percentile","level":2,"score":0.6023656725883484},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5942939519882202},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5850708484649658},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5598595142364502},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5030269026756287},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.4205312728881836},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32375332713127136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15403243899345398},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12358090281486511},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09535068273544312},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc57314.2022.10015506","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc57314.2022.10015506","pdf_url":null,"source":{"id":"https://openalex.org/S4363607869","display_name":"2022 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":"2022 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W71398501","https://openalex.org/W599908922","https://openalex.org/W2040174083","https://openalex.org/W2058587139","https://openalex.org/W2075156656","https://openalex.org/W2077540360","https://openalex.org/W2078133463","https://openalex.org/W2142167117","https://openalex.org/W2144304907","https://openalex.org/W2270023499","https://openalex.org/W2367003083","https://openalex.org/W2744569329","https://openalex.org/W2763673981","https://openalex.org/W2809880372","https://openalex.org/W2905139274","https://openalex.org/W2941322302","https://openalex.org/W2987817851","https://openalex.org/W3017279171","https://openalex.org/W3028335612","https://openalex.org/W3128230801","https://openalex.org/W3205730600","https://openalex.org/W4210602220","https://openalex.org/W4213428262","https://openalex.org/W4213450485","https://openalex.org/W4235948841","https://openalex.org/W4237697081"],"related_works":["https://openalex.org/W1550559433","https://openalex.org/W2189235034","https://openalex.org/W2319948171","https://openalex.org/W2044237804","https://openalex.org/W4233457764","https://openalex.org/W2117734186","https://openalex.org/W2590689037","https://openalex.org/W2106165565","https://openalex.org/W2982632654","https://openalex.org/W2739959950"],"abstract_inverted_index":{"Simulation":[0],"is":[1,85,108,115,131],"utilized":[2],"to":[3,52,65,71,97,133,145],"analyze":[4],"multi-item":[5,126],"and":[6,24,127],"multi-stage":[7,128],"production":[8,32],"systems":[9,130],"that":[10,140],"are":[11,95],"driven":[12],"by":[13],"material":[14],"requirements":[15],"planning":[16],"(MRP).":[17],"The":[18,105,137],"range":[19,56],"of":[20,30,44,57,90,101],"possible":[21],"parameter":[22],"combinations":[23],"solutions":[25],"increases":[26],"as":[27],"the":[28,31,68,88,91,98,102,117,141],"model":[29],"system":[33],"includes":[34],"more":[35],"components.":[36],"In":[37],"simulation":[38,69,81,122,148],"experiments":[39],"with":[40],"a":[41,54],"fixed":[42],"number":[43],"replications":[45,94],"per":[46],"iteration,":[47],"it":[48,74],"might":[49],"be":[50],"unfeasible":[51],"test":[53],"large":[55],"these":[58],"MRP":[59,129],"parameters.":[60],"This":[61],"paper":[62],"discusses":[63],"how":[64],"efficiently":[66],"manage":[67],"budget,":[70],"avoid":[72],"wasting":[73],"in":[75],"exploring":[76],"non-promising":[77],"solutions.":[78],"Therefore,":[79],"intelligent":[80],"budget":[82],"management":[83],"(SBM)":[84],"applied,":[86],"where":[87],"results":[89,100,138],"current":[92,106],"iteration's":[93],"compared":[96],"average":[99,112],"previous":[103],"iterations.":[104],"iteration":[107],"skipped":[109],"if":[110],"its":[111],"overall":[113],"cost":[114],"outside":[116],"defined":[118],"percentile":[119],"boundaries.":[120],"A":[121],"study":[123],"using":[124],"two":[125],"performed":[132],"evaluate":[134],"SBM":[135,142],"potential.":[136],"show":[139],"methodology":[143],"leads":[144],"significantly":[146],"reduced":[147],"efforts.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
