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System Identification and Adaptive Control|Yiannis Boutalis

System Identification and Adaptive Control : Theory and Applications of the Neurofuzzy and Fuzzy Cognitive Network Models

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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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