{"id":"https://openalex.org/W2941248426","doi":"https://doi.org/10.1080/24725854.2019.1602747","title":"Optimal policy for production systems with two flexible resources and two products","display_name":"Optimal policy for production systems with two flexible resources and two products","publication_year":2019,"publication_date":"2019-04-25","ids":{"openalex":"https://openalex.org/W2941248426","doi":"https://doi.org/10.1080/24725854.2019.1602747","mag":"2941248426"},"language":"en","primary_location":{"id":"doi:10.1080/24725854.2019.1602747","is_oa":false,"landing_page_url":"https://doi.org/10.1080/24725854.2019.1602747","pdf_url":null,"source":{"id":"https://openalex.org/S4210225672","display_name":"IISE Transactions","issn_l":"2472-5854","issn":["2472-5854","2472-5862"],"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":"IISE Transactions","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/A5103268943","display_name":"Jianjun Xu","orcid":"https://orcid.org/0000-0002-9073-0407"},"institutions":[{"id":"https://openalex.org/I130480701","display_name":"Dongbei University of Finance and Economics","ror":"https://ror.org/05db1pj03","country_code":"CN","type":"education","lineage":["https://openalex.org/I130480701"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianjun Xu","raw_affiliation_strings":["International Business College and Institute of Supply Chain Analytics, Dongbei University of Finance and Economics, Dalian, P.R. China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Business College and Institute of Supply Chain Analytics, Dongbei University of Finance and Economics, Dalian, P.R. China;","institution_ids":["https://openalex.org/I130480701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014905684","display_name":"Shaoxiang Chen","orcid":"https://orcid.org/0000-0002-8175-1417"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shaoxiang Chen","raw_affiliation_strings":["Nanyang Business School, Nanyang Technological University, Singapore, Singapore;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Business School, Nanyang Technological University, Singapore, Singapore;","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015690869","display_name":"Gangshu Cai","orcid":"https://orcid.org/0000-0003-0673-5908"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gangshu (George) Cai","raw_affiliation_strings":["Leavey School of Business, Santa Clara University, Santa Clara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leavey School of Business, Santa Clara University, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I16269868"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103268943"],"corresponding_institution_ids":["https://openalex.org/I130480701"],"apc_list":null,"apc_paid":null,"fwci":1.1014,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81222928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"52","issue":"2","first_page":"199","last_page":"215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9952999949455261,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9918000102043152,"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/flexibility","display_name":"Flexibility (engineering)","score":0.6878389120101929},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5941070318222046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.583369791507721},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4845196604728699},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4706137776374817},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4674941599369049},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4594505727291107},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.32053235173225403},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.31344789266586304},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.2803504168987274},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13354924321174622},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12847396731376648}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6878389120101929},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5941070318222046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.583369791507721},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4845196604728699},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4706137776374817},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4674941599369049},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4594505727291107},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.32053235173225403},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.31344789266586304},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.2803504168987274},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13354924321174622},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12847396731376648},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/24725854.2019.1602747","is_oa":false,"landing_page_url":"https://doi.org/10.1080/24725854.2019.1602747","pdf_url":null,"source":{"id":"https://openalex.org/S4210225672","display_name":"IISE Transactions","issn_l":"2472-5854","issn":["2472-5854","2472-5862"],"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":"IISE Transactions","raw_type":"journal-article"},{"id":"pmh:oai:scholarcommons.scu.edu:omis-1115","is_oa":false,"landing_page_url":"https://scholarcommons.scu.edu/omis/116","pdf_url":null,"source":{"id":"https://openalex.org/S4377196452","display_name":"Scholar Commons (Santa Clara University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I16269868","host_organization_name":"Santa Clara University","host_organization_lineage":["https://openalex.org/I16269868"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information Systems and Analytics","raw_type":"text"},{"id":"pmh:oai:RePEc:taf:uiiexx:v:52:y:2020:i:2:p:199-215","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/24725854.2019.1602747","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/G7998185837","display_name":"\u591a\u6e20\u9053\u591a\u4ea7\u54c1\u73af\u5883\u4e0b\u4e09\u7c7b\u968f\u673a\u52a8\u6001\u5e93\u5b58\u7cfb\u7edf\u6700\u4f18\u7b56\u7565\u7684\u7814\u7a76","funder_award_id":"71871047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G935466713","display_name":null,"funder_award_id":"71629001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G992083520","display_name":null,"funder_award_id":"71831003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1812423130","https://openalex.org/W1971576838","https://openalex.org/W1973451033","https://openalex.org/W1982386318","https://openalex.org/W1996150473","https://openalex.org/W2002626731","https://openalex.org/W2006440529","https://openalex.org/W2011567695","https://openalex.org/W2041726543","https://openalex.org/W2045657900","https://openalex.org/W2054689037","https://openalex.org/W2056360569","https://openalex.org/W2070207215","https://openalex.org/W2075838409","https://openalex.org/W2079081021","https://openalex.org/W2081228235","https://openalex.org/W2087516347","https://openalex.org/W2091017928","https://openalex.org/W2096332359","https://openalex.org/W2096417945","https://openalex.org/W2102214116","https://openalex.org/W2110225834","https://openalex.org/W2115070561","https://openalex.org/W2125575238","https://openalex.org/W2134109880","https://openalex.org/W2134945900","https://openalex.org/W2135263108","https://openalex.org/W2151474593","https://openalex.org/W2158048626","https://openalex.org/W2164816212","https://openalex.org/W2595277925","https://openalex.org/W2790176316","https://openalex.org/W3121272664","https://openalex.org/W3123499450"],"related_works":["https://openalex.org/W4236696095","https://openalex.org/W3143779693","https://openalex.org/W2626808643","https://openalex.org/W2004064826","https://openalex.org/W3103727510","https://openalex.org/W97045569","https://openalex.org/W1527069879","https://openalex.org/W2946179579","https://openalex.org/W2156929094","https://openalex.org/W2106079579"],"abstract_inverted_index":{"Manufacturing":[0],"companies":[1],"are":[2,208],"facing":[3],"increasing":[4],"volatility":[5],"in":[6,162],"demand.":[7],"As":[8],"a":[9,18,48,102,203],"result,":[10],"there":[11],"has":[12,76],"been":[13,71,77],"an":[14,89],"emerging":[15],"need":[16,41],"for":[17,51,210],"flexible":[19,107],"multi-period":[20,103],"manufacturing":[21],"system":[22,104],"that":[23],"uses":[24],"multiple":[25,29,106],"resources":[26,58,108],"to":[27,42,81,95,109,188,192,214],"produce":[28,110],"products":[30],"with":[31],"stochastic":[32],"demands.":[33],"To":[34],"manage":[35],"such":[36],"multi-product,":[37],"multi-resource":[38],"systems,":[39],"manufacturers":[40],"make":[43,82],"two":[44,111],"decisions":[45,86],"simultaneously:":[46],"setting":[47],"production":[49,83,131,165,178],"quantity":[50],"each":[52],"product":[53],"and":[54,68,84,132,167,171,179,199],"allocating":[55],"the":[56,61,65,74,115,119,129,143,153,176,189,194,200,215],"limited":[57],"dynamically":[59],"among":[60],"products.":[62,112],"Unfortunately,":[63],"although":[64],"flexibility":[66,198],"design":[67],"investment":[69],"have":[70],"extensively":[72],"studied,":[73],"literature":[75,98],"muted":[78],"on":[79,126,152],"how":[80,173],"allocation":[85,133,180],"optimally":[87],"from":[88],"operational":[90],"perspective.":[91],"This":[92],"article":[93],"attempts":[94],"fill":[96],"this":[97,127,211],"gap":[99],"by":[100,138],"investigating":[101],"using":[105],"We":[113,158],"identify":[114],"structural":[116],"property":[117],"of":[118,155,164,196,202,219],"cost":[120],"functions,":[121],"namely":[122],"\u03c1-differential":[123],"monotone.":[124],"Based":[125],"property,":[128],"optimal":[130,177,190],"policy":[134],"can":[135],"be":[136],"characterized":[137],"switching":[139],"curves,":[140],"which":[141],"divide":[142],"state":[144],"space":[145],"into":[146],"eight":[147],"or":[148],"nine":[149],"sub-regions":[150],"based":[151],"segmentation":[154],"decision":[156],"rules.":[157],"analyze":[159],"different":[160],"cases":[161],"terms":[163],"costs":[166],"resource":[168,197],"utilization":[169],"ratios,":[170],"show":[172],"they":[174],"affect":[175],"decisions.":[181],"Finally,":[182],"we":[183],"compare":[184],"three":[185],"heuristic":[186,204],"policies":[187],"one":[191],"display":[193],"advantage":[195],"effectiveness":[201],"policy.":[205],"Supplementary":[206],"materials":[207],"available":[209],"article.":[212],"Go":[213],"publisher\u2019s":[216],"online":[217],"edition":[218],"IISE":[220],"Transaction,":[221],"datasets,":[222],"additional":[223],"tables,":[224],"detailed":[225],"proofs,":[226],"etc.":[227]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
