{"id":"https://openalex.org/W2735411939","doi":"https://doi.org/10.1080/00207543.2017.1349950","title":"A matheuristic for workforce planning with employee learning and stochastic demand","display_name":"A matheuristic for workforce planning with employee learning and stochastic demand","publication_year":2017,"publication_date":"2017-07-14","ids":{"openalex":"https://openalex.org/W2735411939","doi":"https://doi.org/10.1080/00207543.2017.1349950","mag":"2735411939"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2017.1349950","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2017.1349950","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/A5026149811","display_name":"Silviya Valeva","orcid":"https://orcid.org/0000-0002-2178-2860"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Silviya Valeva","raw_affiliation_strings":["Applied Mathematical and Computational Sciences, University of Iowa, Iowa City, IA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2178-2860","affiliations":[{"raw_affiliation_string":"Applied Mathematical and Computational Sciences, University of Iowa, Iowa City, IA, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048109393","display_name":"Mike Hewitt","orcid":"https://orcid.org/0000-0002-9786-677X"},"institutions":[{"id":"https://openalex.org/I1925986","display_name":"Loyola University Chicago","ror":"https://ror.org/04b6x2g63","country_code":"US","type":"education","lineage":["https://openalex.org/I1925986"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mike Hewitt","raw_affiliation_strings":["Information Systems and Operations Management, Quinlan School of Business, Loyola University Chicago, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems and Operations Management, Quinlan School of Business, Loyola University Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I1925986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037047495","display_name":"Barrett W. Thomas","orcid":"https://orcid.org/0000-0002-6080-6191"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barrett W. Thomas","raw_affiliation_strings":["Department of Management Sciences, Tippie College of Business, Iowa City, IA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6080-6191","affiliations":[{"raw_affiliation_string":"Department of Management Sciences, Tippie College of Business, Iowa City, IA, USA","institution_ids":["https://openalex.org/I126307644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026149811"],"corresponding_institution_ids":["https://openalex.org/I126307644"],"apc_list":null,"apc_paid":null,"fwci":2.7613,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.91129847,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"55","issue":"24","first_page":"7380","last_page":"7397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9994999766349792,"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":0.9994999766349792,"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/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9955999851226807,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9943000078201294,"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/profit","display_name":"Profit (economics)","score":0.6368508338928223},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5410529375076294},{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.5310013294219971},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.48910075426101685},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4828968048095703},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4807024598121643},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.45821326971054077},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44731953740119934},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.23084339499473572},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18424764275550842},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.1603686809539795},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12347012758255005}],"concepts":[{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.6368508338928223},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5410529375076294},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.5310013294219971},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.48910075426101685},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4828968048095703},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4807024598121643},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.45821326971054077},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44731953740119934},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.23084339499473572},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18424764275550842},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.1603686809539795},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12347012758255005},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2017.1349950","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2017.1349950","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:55:y:2017:i:24:p:7380-7397","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2017.1349950","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":[],"awards":[{"id":"https://openalex.org/G4858641544","display_name":null,"funder_award_id":"CMMI-1266010","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337391","display_name":"Division of Civil, Mechanical and Manufacturing Innovation","ror":"https://ror.org/028yd4c30"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W564845055","https://openalex.org/W636273094","https://openalex.org/W993994674","https://openalex.org/W1553000336","https://openalex.org/W1965639368","https://openalex.org/W1978479030","https://openalex.org/W1986836682","https://openalex.org/W1990908929","https://openalex.org/W1994593421","https://openalex.org/W1997861224","https://openalex.org/W1998116230","https://openalex.org/W1999615811","https://openalex.org/W2000758356","https://openalex.org/W2009166502","https://openalex.org/W2012987812","https://openalex.org/W2013702426","https://openalex.org/W2014357709","https://openalex.org/W2021615083","https://openalex.org/W2043212316","https://openalex.org/W2048645728","https://openalex.org/W2053590082","https://openalex.org/W2074765680","https://openalex.org/W2095028785","https://openalex.org/W2101646946","https://openalex.org/W2106819304","https://openalex.org/W2136820311","https://openalex.org/W2137272782","https://openalex.org/W2143091365","https://openalex.org/W2147749192","https://openalex.org/W2150964017","https://openalex.org/W2165515547","https://openalex.org/W2285729500","https://openalex.org/W2292616128","https://openalex.org/W2395272973","https://openalex.org/W2488049019","https://openalex.org/W2515069470","https://openalex.org/W2548539412","https://openalex.org/W2570486275","https://openalex.org/W4232110476","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4308258967","https://openalex.org/W1962711591","https://openalex.org/W2803396544","https://openalex.org/W24250002","https://openalex.org/W2495360771","https://openalex.org/W1591794021","https://openalex.org/W1575461229","https://openalex.org/W2326236677","https://openalex.org/W2174689325","https://openalex.org/W4282964981"],"abstract_inverted_index":{"This":[0],"paper":[1],"focuses":[2],"on":[3,26],"the":[4,8,27,91,102],"opportunity":[5],"to":[6,35,133],"direct":[7],"development":[9],"of":[10,29,96,104],"responsive":[11,79],"capacity":[12],"by":[13,38,69],"recognising":[14,43],"that":[15,33,44,93,107],"individuals":[16],"learn":[17],"through":[18],"experience":[19],"when":[20],"designing":[21],"workforce":[22],"plans.":[23],"We":[24],"focus":[25],"operations":[28],"a":[30,55,73,77,115,119],"product":[31,48],"manufacturer":[32],"seeks":[34],"maximise":[36],"profit":[37],"selling":[39],"multiple":[40],"products,":[41],"while":[42],"demands":[45],"for":[46,121],"each":[47],"is":[49],"uncertain.":[50],"As":[51,114],"such,":[52],"we":[53,117],"study":[54,129],"stochastic":[56,84],"integer":[57],"program":[58,85],"wherein":[59],"an":[60,126],"organisation":[61],"can":[62],"hedge":[63],"against":[64],"uncertainty":[65,111],"in":[66,137],"demand":[67],"both":[68],"holding":[70],"inventory":[71],"(at":[72],"cost)":[74],"and":[75,101,124],"building":[76],"more":[78],"production":[80],"process.":[81],"Solving":[82],"this":[83,122],"presents":[86],"many":[87],"computational":[88,128],"difficulties,":[89],"including":[90],"fact":[92],"quantitative":[94],"models":[95],"human":[97],"learning":[98],"are":[99],"non-linear":[100],"explosion":[103],"instance":[105],"size":[106],"result":[108],"from":[109],"modelling":[110],"with":[112,125],"scenarios.":[113],"result,":[116],"propose":[118],"matheuristic":[120],"problem":[123],"extensive":[127],"demonstrate":[130],"its":[131],"ability":[132],"produce":[134],"high-quality":[135],"solutions":[136],"little":[138],"time.":[139]},"counts_by_year":[{"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":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
