{"id":"https://openalex.org/W2053718408","doi":"https://doi.org/10.1016/0272-6963(95)00024-m","title":"Optimal and heuristic policies for lot sizing with learning in setups","display_name":"Optimal and heuristic policies for lot sizing with learning in setups","publication_year":1995,"publication_date":"1995-10-01","ids":{"openalex":"https://openalex.org/W2053718408","doi":"https://doi.org/10.1016/0272-6963(95)00024-m","mag":"2053718408"},"language":"en","primary_location":{"id":"doi:10.1016/0272-6963(95)00024-m","doi":"https://doi.org/10.1016/0272-6963(95)00024-m","is_oa":false,"landing_page_url":"https://doi.org/10.1016/0272-6963(95)00024-m","pdf_url":null,"source":{"id":"https://openalex.org/S142306484","display_name":"Journal of Operations Management","issn_l":"0272-6963","issn":["0272-6963","1873-1317"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","fnege-1-star","ft50","jufo-3","norway-2","poland-200","russia-white-list-1","utd24","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Operations Management","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://deepblue.lib.umich.edu/bitstream/2027.42/146803/1/joom229.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111975873","display_name":"Ram Rachamadugu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I90871651","display_name":"University of Toledo","ror":"https://ror.org/01pbdzh19","country_code":"US","type":"education","lineage":["https://openalex.org/I90871651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ram Rachamadugu","raw_affiliation_strings":["ISOM Department, College of Business Administration, The University of Toledo, Toledo, OH 43606, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISOM Department, College of Business Administration, The University of Toledo, Toledo, OH 43606, USA","institution_ids":["https://openalex.org/I90871651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111828320","display_name":"Thomas J. Schriber","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas J. Schriber","raw_affiliation_strings":["CIS Department, Graduate School of Business, The University of Michigan, Ann Arbor, MI 48109, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIS Department, Graduate School of Business, The University of Michigan, Ann Arbor, MI 48109, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3520,"currency":"USD","value_usd":3520},"apc_paid":null,"fwci":1.7634,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.85932462,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"13","issue":"3","first_page":"229","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.8105000257492065,"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"}},"topics":[{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.8105000257492065,"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"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.09790000319480896,"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/T13706","display_name":"Management and Optimization Techniques","score":0.05939999967813492,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/lot-sizing","display_name":"lot sizing","score":0.9980000257492065},{"id":"https://openalex.org/keywords/setup-reduction","display_name":"setup cost reduction","score":0.6660000085830688},{"id":"https://openalex.org/keywords/learning-effects","display_name":"learning effects","score":0.9290000200271606},{"id":"https://openalex.org/keywords/continuous-improvement","display_name":"continuous improvement","score":0.6039999723434448},{"id":"https://openalex.org/keywords/heuristic-policies","display_name":"heuristic policies","score":0.6240000128746033},{"id":"https://openalex.org/keywords/employee-training","display_name":"employee training","score":0.7770000100135803},{"id":"https://openalex.org/keywords/equipment-investment","display_name":"equipment investment","score":0.5370000004768372},{"id":"https://openalex.org/keywords/production-planning","display_name":"production planning","score":0.4309999942779541}],"concepts":[{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.8538994789123535},{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.8491467237472534},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.777296781539917},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6690511107444763},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6298795342445374},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5011086463928223},{"id":"https://openalex.org/C2778820799","wikidata":"https://www.wikidata.org/wiki/Q3454688","display_name":"Cost reduction","level":2,"score":0.48024991154670715},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.39584648609161377},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.37548214197158813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2534358501434326},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10370427370071411},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.07741984724998474},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07172611355781555},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/0272-6963(95)00024-m","doi":"https://doi.org/10.1016/0272-6963(95)00024-m","is_oa":false,"landing_page_url":"https://doi.org/10.1016/0272-6963(95)00024-m","pdf_url":null,"source":{"id":"https://openalex.org/S142306484","display_name":"Journal of Operations Management","issn_l":"0272-6963","issn":["0272-6963","1873-1317"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","fnege-1-star","ft50","jufo-3","norway-2","poland-200","russia-white-list-1","utd24","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Operations Management","raw_type":"journal-article"},{"id":"pmh:oai:deepblue.lib.umich.edu:2027.42/146803","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2027.42/146803","pdf_url":"http://deepblue.lib.umich.edu/bitstream/2027.42/146803/1/joom229.pdf","source":{"id":"https://openalex.org/S4306400393","display_name":"Deep Blue (University of Michigan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I27837315","host_organization_name":"University of Michigan","host_organization_lineage":["https://openalex.org/I27837315"],"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":{"id":"pmh:oai:deepblue.lib.umich.edu:2027.42/146803","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2027.42/146803","pdf_url":"http://deepblue.lib.umich.edu/bitstream/2027.42/146803/1/joom229.pdf","source":{"id":"https://openalex.org/S4306400393","display_name":"Deep Blue (University of Michigan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I27837315","host_organization_name":"University of Michigan","host_organization_lineage":["https://openalex.org/I27837315"],"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"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320314997","display_name":"Strong","ror":"https://ror.org/041vyzr56"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2053718408.pdf","grobid_xml":"https://content.openalex.org/works/W2053718408.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W350071688","https://openalex.org/W419966552","https://openalex.org/W1966468141","https://openalex.org/W1969618227","https://openalex.org/W1972544535","https://openalex.org/W1972661585","https://openalex.org/W1973883536","https://openalex.org/W1988550741","https://openalex.org/W1994472600","https://openalex.org/W2005220128","https://openalex.org/W2012724004","https://openalex.org/W2021501242","https://openalex.org/W2027899188","https://openalex.org/W2046560137","https://openalex.org/W2046677997","https://openalex.org/W2051956966","https://openalex.org/W2054457450","https://openalex.org/W2054469538","https://openalex.org/W2062533874","https://openalex.org/W2062914919","https://openalex.org/W2065682434","https://openalex.org/W2084552861","https://openalex.org/W2089450981","https://openalex.org/W2089786879","https://openalex.org/W2107329392","https://openalex.org/W2107857629","https://openalex.org/W2113959122","https://openalex.org/W2125922307","https://openalex.org/W2131840947","https://openalex.org/W2133774405","https://openalex.org/W2154364806","https://openalex.org/W2161088332","https://openalex.org/W2170823321","https://openalex.org/W4233265530","https://openalex.org/W4256185527","https://openalex.org/W4298300677"],"related_works":["https://openalex.org/W2118778195","https://openalex.org/W2046560137","https://openalex.org/W2046677997","https://openalex.org/W2021501242","https://openalex.org/W1982815921","https://openalex.org/W2065682434","https://openalex.org/W2131840947","https://openalex.org/W1996831604","https://openalex.org/W2344677437","https://openalex.org/W2036003911"],"abstract_inverted_index":{"Abstract":[0],"We":[1],"develop":[2],"heuristic":[3,31,57,67],"and":[4,26,45,95],"optimal":[5,60,72],"methods":[6,32,96],"for":[7,63,83,91],"determining":[8],"lot":[9],"sizes":[10],"when":[11],"setup":[12,43,92],"cost":[13],"reductions":[14],"occur":[15],"over":[16],"time":[17],"due":[18],"to":[19,37,81],"emphasis":[20],"on":[21],"continuous":[22],"improvement,":[23],"learning":[24],"effects":[25],"incremental":[27],"process":[28],"changes.":[29],"Our":[30],"are":[33,68,97,108],"intuitively":[34],"appealing,":[35],"easy":[36],"implement,":[38],"require":[39],"little":[40],"information":[41],"about":[42],"costs,":[44],"have":[46],"low":[47],"computational":[48],"burden.":[49],"Computational":[50],"studies":[51],"show":[52],"that":[53],"choosing":[54,64],"the":[55,65],"appropriate":[56,66],"yields":[58],"nearly":[59],"solutions.":[61],"Recommendations":[62],"also":[69,79],"provided.":[70],"The":[71],"method":[73],"developed":[74],"in":[75,86],"this":[76],"paper":[77],"is":[78],"useful":[80],"managers":[82],"evaluating":[84],"investments":[85],"hardware":[87],"and/or":[88],"worker":[89],"training":[90],"reduction.":[93],"Concepts":[94],"illustrated":[98],"with":[99],"numerical":[100],"examples.":[101],"Managerial":[102],"implications":[103],"of":[104],"using":[105],"our":[106],"policies":[107],"discussed.":[109]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}