Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.11851/6080
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Zarandi, Mohammad Hossein Fazel | - |
dc.contributor.author | Pourakbar, M. | - |
dc.contributor.author | Türkşen, İsmail Burhan | - |
dc.date.accessioned | 2021-09-11T15:34:53Z | - |
dc.date.available | 2021-09-11T15:34:53Z | - |
dc.date.issued | 2008 | en_US |
dc.identifier.issn | 0957-4174 | - |
dc.identifier.uri | https://doi.org/10.1016/j.eswa.2007.01.031 | - |
dc.identifier.uri | https://hdl.handle.net/20.500.11851/6080 | - |
dc.description.abstract | This paper addresses the bullwhip effect in a multi-stage supply chain, where all demands, lead times, and ordering quantities are fuzzy. To simulate the bullwhip effect, a modified Hong Fuzzy Time Series is presented by adding a Genetic Algorithm (GA) module for gaining of a window basis. Next, a back propagation neural network is used for defuzzification. The model can forecast the trends in fuzzy data. Then, an agent-based system is developed to minimize the total cost and to reduce the bullwhip effect in supply chains. The system can suggest the reasonable ordering policies. The results show that the propose system is superior than the previous analytical methods in terms of discovering the best available ordering policies. (C) 2007 Elsevier Ltd. All rights reserved. | en_US |
dc.language.iso | en | en_US |
dc.publisher | Pergamon-Elsevier Science Ltd | en_US |
dc.relation.ispartof | Expert Systems With Applications | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | supply chain management | en_US |
dc.subject | agent-based | en_US |
dc.subject | fuzzy time series | en_US |
dc.subject | bullwhip effect | en_US |
dc.subject | simulation | en_US |
dc.title | A Fuzzy Agent-Based Model for Reduction of Bullwhip Effect in Supply Chain Systems | en_US |
dc.type | Article | en_US |
dc.department | Faculties, Faculty of Engineering, Department of Industrial Engineering | en_US |
dc.department | Fakülteler, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümü | tr_TR |
dc.identifier.volume | 34 | en_US |
dc.identifier.issue | 3 | en_US |
dc.identifier.startpage | 1680 | en_US |
dc.identifier.endpage | 1691 | en_US |
dc.identifier.wos | WOS:000253183700010 | en_US |
dc.identifier.scopus | 2-s2.0-37449005572 | en_US |
dc.institutionauthor | Türkşen, İsmail Burhan | - |
dc.identifier.doi | 10.1016/j.eswa.2007.01.031 | - |
dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
dc.identifier.scopusquality | Q1 | - |
item.openairetype | Article | - |
item.languageiso639-1 | en | - |
item.grantfulltext | none | - |
item.fulltext | No Fulltext | - |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.cerifentitytype | Publications | - |
Appears in Collections: | Endüstri Mühendisliği Bölümü / Department of Industrial Engineering Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection |
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