{"id":"https://openalex.org/W2905178328","doi":"https://doi.org/10.1080/00207543.2018.1557351","title":"A data-driven iterative refinement approach for estimating clearing functions from simulation models of production systems","display_name":"A data-driven iterative refinement approach for estimating clearing functions from simulation models of production systems","publication_year":2018,"publication_date":"2018-12-18","ids":{"openalex":"https://openalex.org/W2905178328","doi":"https://doi.org/10.1080/00207543.2018.1557351","mag":"2905178328"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2018.1557351","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2018.1557351","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":["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/A5029000917","display_name":"Karthick Gopalswamy","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karthick Gopalswamy","raw_affiliation_strings":["Edward P. Fitts Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edward P. Fitts Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044657641","display_name":"Reha Uzsoy","orcid":"https://orcid.org/0000-0002-8068-550X"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Reha Uzsoy","raw_affiliation_strings":["Edward P. Fitts Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edward P. Fitts Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044657641"],"corresponding_institution_ids":["https://openalex.org/I137902535"],"apc_list":null,"apc_paid":null,"fwci":2.2014,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.88879809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"57","issue":"19","first_page":"6013","last_page":"6030"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9995999932289124,"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":0.9995999932289124,"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/T10524","display_name":"Traffic control and management","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/clearing","display_name":"Clearing","score":0.7324236035346985},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6667576432228088},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.637292742729187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.602669894695282},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5610947608947754},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5501143336296082},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.5495079159736633},{"id":"https://openalex.org/keywords/importance-sampling","display_name":"Importance sampling","score":0.48274797201156616},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.4511432647705078},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3611851930618286},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2702805995941162},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1395743489265442}],"concepts":[{"id":"https://openalex.org/C134697681","wikidata":"https://www.wikidata.org/wiki/Q1609677","display_name":"Clearing","level":2,"score":0.7324236035346985},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6667576432228088},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.637292742729187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.602669894695282},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5610947608947754},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5501143336296082},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.5495079159736633},{"id":"https://openalex.org/C52740198","wikidata":"https://www.wikidata.org/wiki/Q1539564","display_name":"Importance sampling","level":3,"score":0.48274797201156616},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.4511432647705078},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3611851930618286},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2702805995941162},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1395743489265442},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2018.1557351","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2018.1557351","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:RePEc:taf:tprsxx:v:57:y:2019:i:19:p:6013-6030","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2018.1557351","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":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W5113937","https://openalex.org/W103650626","https://openalex.org/W600148761","https://openalex.org/W632121188","https://openalex.org/W1547833248","https://openalex.org/W1573744394","https://openalex.org/W1696146724","https://openalex.org/W1971086457","https://openalex.org/W1971411220","https://openalex.org/W1975037361","https://openalex.org/W1975399606","https://openalex.org/W1982441455","https://openalex.org/W1986407455","https://openalex.org/W1990472261","https://openalex.org/W2006632355","https://openalex.org/W2013001756","https://openalex.org/W2028145673","https://openalex.org/W2033346979","https://openalex.org/W2039287762","https://openalex.org/W2048305092","https://openalex.org/W2052902356","https://openalex.org/W2060232864","https://openalex.org/W2072007826","https://openalex.org/W2073109144","https://openalex.org/W2073921667","https://openalex.org/W2079313454","https://openalex.org/W2080446417","https://openalex.org/W2091986782","https://openalex.org/W2096211745","https://openalex.org/W2101626984","https://openalex.org/W2103183297","https://openalex.org/W2105280352","https://openalex.org/W2112355692","https://openalex.org/W2117584254","https://openalex.org/W2121836204","https://openalex.org/W2124657234","https://openalex.org/W2125528412","https://openalex.org/W2137076605","https://openalex.org/W2161425527","https://openalex.org/W2226601480","https://openalex.org/W2284712335","https://openalex.org/W2312704740","https://openalex.org/W2318804753","https://openalex.org/W2326154390","https://openalex.org/W2329332292","https://openalex.org/W2570679607","https://openalex.org/W2574122629","https://openalex.org/W2782730952","https://openalex.org/W2906352526","https://openalex.org/W3124436945","https://openalex.org/W3126062466","https://openalex.org/W4236969981"],"related_works":["https://openalex.org/W850554854","https://openalex.org/W2329086085","https://openalex.org/W3134022218","https://openalex.org/W2314755979","https://openalex.org/W2390710122","https://openalex.org/W2929716001","https://openalex.org/W2039836583","https://openalex.org/W2392884863","https://openalex.org/W1519377437","https://openalex.org/W2076455116"],"abstract_inverted_index":{"Clearing":[0],"functions":[1,36,48],"that":[2,43],"describe":[3],"the":[4,60,71,97,113,127],"expected":[5,16],"output":[6],"of":[7,14,77,94,123],"a":[8,12,66],"production":[9,21,105],"resource":[10],"as":[11,27,50],"function":[13],"its":[15],"workload":[17],"have":[18],"yielded":[19],"promising":[20],"planning":[22,89],"models.":[23],"However,":[24],"there":[25],"is":[26],"yet":[28],"no":[29],"fully":[30],"satisfactory":[31],"approach":[32,84,119],"to":[33,126],"estimating":[34,46],"clearing":[35,47],"from":[37],"data.":[38],"We":[39,58],"identify":[40],"several":[41],"issues":[42,73],"arise":[44],"in":[45,102,136],"such":[49],"sampling":[51,72],"issues,":[52],"systematic":[53],"underestimation":[54],"and":[55,70,96,109],"model":[56,61],"misspecification.":[57],"address":[59],"misspecification":[62],"problem":[63],"by":[64],"introducing":[65],"generalised":[67,98],"functional":[68,99],"form,":[69],"via":[74],"iterative":[75,82,114],"refinement":[76,83,115],"initial":[78],"parameter":[79],"estimates.":[80],"The":[81,117],"yields":[85],"improved":[86],"performance":[87],"for":[88],"models":[90],"at":[91],"higher":[92],"levels":[93],"utilisation,":[95],"form":[100],"results":[101],"significantly":[103],"better":[104],"plans":[106],"both":[107],"alone":[108],"when":[110],"combined":[111],"with":[112],"approach.":[116],"IR":[118],"also":[120],"obtains":[121],"solutions":[122],"similar":[124],"quality":[125],"much":[128],"more":[129],"computationally":[130],"demanding":[131],"simulation":[132],"optimisation":[133],"approaches":[134],"used":[135],"previous":[137],"work.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5}],"updated_date":"2026-05-22T09:01:20.584952","created_date":"2025-10-10T00:00:00"}
