{"id":"https://openalex.org/W2048255339","doi":"https://doi.org/10.1109/picmet.2007.4349573","title":"Regulating Bullwhip Effect in Supply Chains through Modern Control Theory","display_name":"Regulating Bullwhip Effect in Supply Chains through Modern Control Theory","publication_year":2007,"publication_date":"2007-08-01","ids":{"openalex":"https://openalex.org/W2048255339","doi":"https://doi.org/10.1109/picmet.2007.4349573","mag":"2048255339"},"language":"en","primary_location":{"id":"doi:10.1109/picmet.2007.4349573","doi":"https://doi.org/10.1109/picmet.2007.4349573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/picmet.2007.4349573","pdf_url":null,"source":{"id":"https://openalex.org/S4363608108","display_name":"Portland International Conference on Management of Engineering and Technology (PICMET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"PICMET '07 - 2007 Portland International Conference on Management of Engineering & Technology","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11376/1104","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029859754","display_name":"Berrin A\u011faran","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I129994210","display_name":"Do\u011fu\u015f University","ror":"https://ror.org/0272rjm42","country_code":"TR","type":"education","lineage":["https://openalex.org/I129994210"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Berrin Agaran","raw_affiliation_strings":["Dogus University, Istanbul, Turkey","Dogus Univ., Istanbul"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dogus University, Istanbul, Turkey","institution_ids":["https://openalex.org/I129994210"]},{"raw_affiliation_string":"Dogus Univ., Istanbul","institution_ids":["https://openalex.org/I129994210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052639197","display_name":"Walter W. Buchanan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Walter W. Buchanan","raw_affiliation_strings":["Texas A and M University, TX, USA","Texas A&M University, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A and M University, TX, USA","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Texas A&M University, Texas, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045177466","display_name":"M. Kudret Yurtseven","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I100072489","display_name":"Yeditepe University","ror":"https://ror.org/025mx2575","country_code":"TR","type":"education","lineage":["https://openalex.org/I100072489"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"M. K. Yurtseven","raw_affiliation_strings":["Yeditepe University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yeditepe University, Istanbul, Turkey","institution_ids":["https://openalex.org/I100072489"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9822,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.76347001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2391","last_page":"2398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9980000257492065,"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":0.9980000257492065,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.00019999999494757503,"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"}},{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.00019999999494757503,"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/bullwhip-effect","display_name":"bullwhip effect","score":0.9990000128746033},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"supply chain management","score":0.9819999933242798},{"id":"https://openalex.org/keywords/modern-control-theory","display_name":"modern control theory","score":0.9350000023841858},{"id":"https://openalex.org/keywords/state-space-models","display_name":"state-space model","score":0.8669999837875366},{"id":"https://openalex.org/keywords/linear-quadratic-gaussian-control","display_name":"LQG control","score":0.8889999985694885},{"id":"https://openalex.org/keywords/controllability","display_name":"controllability","score":0.7099999785423279},{"id":"https://openalex.org/keywords/observability","display_name":"observability","score":0.9990000128746033},{"id":"https://openalex.org/keywords/stability-analysis","display_name":"stability analysis","score":0.9110000133514404},{"id":"https://openalex.org/keywords/supply-chain-control","display_name":"supply chain control","score":0.6690000295639038}],"concepts":[{"id":"https://openalex.org/C204495892","wikidata":"https://www.wikidata.org/wiki/Q1798304","display_name":"Linear-quadratic-Gaussian control","level":3,"score":0.7814686298370361},{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.757860004901886},{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.6855162382125854},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.640295684337616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6052154302597046},{"id":"https://openalex.org/C170131372","wikidata":"https://www.wikidata.org/wiki/Q7617811","display_name":"Stochastic control","level":3,"score":0.5492128133773804},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.5480412244796753},{"id":"https://openalex.org/C178595485","wikidata":"https://www.wikidata.org/wiki/Q1343909","display_name":"Bullwhip effect","level":4,"score":0.5465632677078247},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5186892747879028},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.49648791551589966},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.4656679630279541},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.45076948404312134},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.41146671772003174},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.4061811566352844},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.39674633741378784},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3165113925933838},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.3140922784805298},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.198691725730896},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18624144792556763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11501955986022949},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/picmet.2007.4349573","doi":"https://doi.org/10.1109/picmet.2007.4349573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/picmet.2007.4349573","pdf_url":null,"source":{"id":"https://openalex.org/S4363608108","display_name":"Portland International Conference on Management of Engineering and Technology (PICMET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"PICMET '07 - 2007 Portland International Conference on Management of Engineering & Technology","raw_type":"proceedings-article"},{"id":"pmh:oai:openaccess.dogus.edu.tr:11376/1104","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11376/1104","pdf_url":null,"source":{"id":"https://openalex.org/S4306401052","display_name":"Dogus University Institutional Repository (Dogus University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I129994210","host_organization_name":"Do\u011fu\u015f University","host_organization_lineage":["https://openalex.org/I129994210"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"}],"best_oa_location":{"id":"pmh:oai:openaccess.dogus.edu.tr:11376/1104","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11376/1104","pdf_url":null,"source":{"id":"https://openalex.org/S4306401052","display_name":"Dogus University Institutional Repository (Dogus University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I129994210","host_organization_name":"Do\u011fu\u015f University","host_organization_lineage":["https://openalex.org/I129994210"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W177930832","https://openalex.org/W611386345","https://openalex.org/W1522531528","https://openalex.org/W1535700698","https://openalex.org/W1968610289","https://openalex.org/W1979847684","https://openalex.org/W1979895539","https://openalex.org/W1991642024","https://openalex.org/W2041474764","https://openalex.org/W2048343465","https://openalex.org/W2059073289","https://openalex.org/W2082490233","https://openalex.org/W2092679070","https://openalex.org/W2104925392","https://openalex.org/W2117011443","https://openalex.org/W2135123147","https://openalex.org/W2169589185","https://openalex.org/W2177895527","https://openalex.org/W4230330453"],"related_works":["https://openalex.org/W2236798873","https://openalex.org/W2588617970","https://openalex.org/W2006176094","https://openalex.org/W3118307799","https://openalex.org/W2095903826","https://openalex.org/W4289745295","https://openalex.org/W2037605157","https://openalex.org/W1507747241","https://openalex.org/W2363494756","https://openalex.org/W7146562502"],"abstract_inverted_index":{"Modeling":[0],"and":[1,20,29,65,90,146,154,176,188],"control":[2,61,75,86,91,104,125,147,199],"of":[3,33,39,117,123,191,214],"supply":[4,55,163,241],"chain":[5,56,164,242],"management":[6,57],"(SCM)":[7],"systems":[8],"are":[9,72,78,130,195],"still":[10],"problematic":[11],"today":[12],"even":[13],"though":[14],"we":[15],"have":[16],"relatively":[17],"powerful":[18],"methods":[19],"IT":[21],"tools":[22],"available":[23,52],"at":[24],"our":[25],"disposal.":[26],"The":[27,69,178,222],"complexity":[28],"the":[30,34,37,51,88,100,109,114,121,127,140,144,159,171,185,192,212,216,220,227,236],"multi-disciplinary":[31],"nature":[32],"problem":[35],"attracted":[36],"attention":[38],"many":[40],"researchers":[41],"from":[42],"various":[43],"different":[44],"disciplines.":[45],"It":[46],"is":[47,82,97,113,166,173,180,209,231],"possible":[48],"to":[49,54,80,142,149,183,234],"classify":[50],"approaches":[53],"as":[58,84,108],"ad-hocacy,":[59],"what-if-simulation,":[60],"theory,":[62,64,126],"filter":[63],"operations":[66],"research":[67],"theory.":[68,105],"studies":[70],"that":[71,129,226],"based":[73,98],"on":[74,99],"theoretic":[76],"approach":[77],"limited":[79],"what":[81],"known":[83],"classical":[85,134],"theory;":[87],"modeling":[89,145],"study":[92,116,184],"presented":[93],"in":[94,198,219,239],"this":[95,112],"work":[96,148],"so":[101],"called":[102],"modern":[103,124],"As":[106],"far":[107],"authors":[110],"know,":[111],"first":[115],"its":[118,133],"kind.":[119],"Through":[120],"use":[122],"limitations":[128],"imposed":[131],"by":[132],"counterpart":[135],"can":[136],"be":[137],"overcome,":[138],"providing":[139],"opportunity":[141],"extend":[143],"non-linear,":[150],"time-varying,":[151],"stochastic,":[152],"adaptive,":[153],"large-scale":[155],"systems,":[156],"effectively.":[157,244],"In":[158],"present":[160],"study,":[161],"a":[162,203,240],"system":[165,200,243],"modeled":[167],"through":[168],"state-space":[169],"techniques;":[170],"model":[172,179],"linear,":[174],"discrete-time,":[175],"stochastic.":[177],"then":[181],"analyzed":[182],"stability,":[186],"controllability,":[187],"observability":[189],"properties":[190],"system,":[193],"which":[194],"vitally":[196],"important":[197],"design.":[201],"Finally,":[202],"linear":[204],"quadratic":[205],"Gaussian":[206],"(LQG)":[207],"controller":[208,228],"designed":[210],"with":[211],"aim":[213],"regulating":[215],"bullwhip":[217,237],"effect":[218,238],"system.":[221],"initial":[223],"analyses":[224],"suggest":[225],"structure":[229],"developed":[230],"well":[232],"equipped":[233],"regulate":[235]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}