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Control and synchronization of chaotic supply chains using intelligent approaches

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dc.contributor.authors Kocamaz, UE; Taskin, H; Uyaroglu, Y; Goksu, A;
dc.date.accessioned 2020-02-25T11:40:51Z
dc.date.available 2020-02-25T11:40:51Z
dc.date.issued 2016
dc.identifier.citation Kocamaz, UE; Taskin, H; Uyaroglu, Y; Goksu, A; (2016). Control and synchronization of chaotic supply chains using intelligent approaches. COMPUTERS & INDUSTRIAL ENGINEERING, 102, 487-476
dc.identifier.issn 0360-8352
dc.identifier.uri https://doi.org/10.1016/j.cie.2016.03.014
dc.identifier.uri https://hdl.handle.net/20.500.12619/48174
dc.description.abstract This paper presents the control of chaotic supply chain with Artificial Neural Network (ANN) based controllers and the synchronization of two identical chaotic supply chains that have different initial conditions with Adaptive Neuro-Fuzzy Inference System (ANFIS) based controllers. A hybrid intelligent control model is designed in which the linear feedback and active control signals are also used for achieving the control and synchronization, respectively. ANN and ANFIS controllers are trained according to the model. Thereby, the advantages of classical and intelligent control methods are combined. Computer simulations show that the proposed approach is very effective for the control and synchronization of chaos in supply chain systems. (C) 2016 Elsevier Ltd. All rights reserved.
dc.language English
dc.publisher PERGAMON-ELSEVIER SCIENCE LTD
dc.subject Engineering
dc.title Control and synchronization of chaotic supply chains using intelligent approaches
dc.type Article
dc.identifier.volume 102
dc.identifier.startpage 476
dc.identifier.endpage 487
dc.contributor.department Sakarya Üniversitesi/Mühendislik Fakültesi/Elektrik-Elektronik Mühendisliği Bölümü
dc.contributor.saüauthor Kocamaz, Uğur Erkin
dc.contributor.saüauthor Taşkın, Harun
dc.contributor.saüauthor Uyaroğlu, Yılmaz
dc.contributor.saüauthor Göksu, Alper
dc.relation.journal COMPUTERS & INDUSTRIAL ENGINEERING
dc.identifier.wos WOS:000390502800045
dc.identifier.doi 10.1016/j.cie.2016.03.014
dc.identifier.eissn 1879-0550
dc.contributor.author Kocamaz, Uğur Erkin
dc.contributor.author Taşkın, Harun
dc.contributor.author Uyaroğlu, Yılmaz
dc.contributor.author Göksu, Alper


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