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"item_title" : "System Identification and Adaptive Control",
"item_author" : [" Yiannis Boutalis", "Dimitrios Theodoridis", "Theodore Kottas "],
"item_description" : "Part I The Recurrent Neurofuzzy Model.- Introduction and Scope.- Identification of Dynamical Systems Using Recurrent Neurofuzzy Modeling.- Indirect Adaptive Control Based on the Recurrent Neurofuzzy Model.- Direct Adaptive Neurofuzzy Control of SISO Systems.- Direct Adaptive Neurofuzzy Control of MIMO Systems.- Selected Applications.- Part II The Fuzzy Cognitive Network Model: Introduction and Outline.- Existence and Uniqueness of Solutions in FCN.- Adaptive Estimation Algorithms of FCN Parameters.- Framework of Operation and Selected Applications.",
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System Identification and Adaptive Control : Theory and Applications of the Neurofuzzy and Fuzzy Cognitive Network Models
Overview
Part I The Recurrent Neurofuzzy Model.- Introduction and Scope.- Identification of Dynamical Systems Using Recurrent Neurofuzzy Modeling.- Indirect Adaptive Control Based on the Recurrent Neurofuzzy Model.- Direct Adaptive Neurofuzzy Control of SISO Systems.- Direct Adaptive Neurofuzzy Control of MIMO Systems.- Selected Applications.- Part II The Fuzzy Cognitive Network Model: Introduction and Outline.- Existence and Uniqueness of Solutions in FCN.- Adaptive Estimation Algorithms of FCN Parameters.- Framework of Operation and Selected Applications.
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Details
- ISBN-13: 9783319063638
- ISBN-10: 3319063634
- Publisher: Springer
- Publish Date: May 2014
- Dimensions: 9.1 x 6.1 x 0.9 inches
- Shipping Weight: 1.32 pounds
- Page Count: 313
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