کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5127970 1489064 2016 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Control and synchronization of chaotic supply chains using intelligent approaches
ترجمه فارسی عنوان
کنترل و هماهنگ سازی زنجیره های زنجیره ای هرج و مرج با استفاده از روش های هوشمند
کلمات کلیدی
زنجیره تامین هرج و مرج، کنترل هرج و مرج، هماهنگ سازی هرج و مرج، شبکه های عصبی مصنوعی، سیستم استنتاج نوری فازی سازگار،
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی صنعتی و تولید
چکیده انگلیسی


- Intelligent control and synchronization of chaotic supply chain are applied.
- Artificial neural networks based controllers are used for the control.
- Adaptive neuro-fuzzy inference system based controllers are used for synchronization.
- Linear feedback and active control signals are also used.
- Computer simulations show that the proposed approach is very effective.

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.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Industrial Engineering - Volume 102, December 2016, Pages 476-487
نویسندگان
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