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

Libro 107 di 167: Advances in Industrial Control

Boutalis, Yiannis; Theodoridis, Dimitrios; Kottas, Theodore

 
9783319063652: System Identification and Adaptive Control: Theory and Applications of the Neurofuzzy and Fuzzy Cognitive Network Models

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Sinossi

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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9783319063638: System Identification and Adaptive Control: Theory and Applications of the Neurofuzzy and Fuzzy Cognitive Network Models

Edizione in evidenza

ISBN 10:  3319063634 ISBN 13:  9783319063638
Casa editrice: Springer Nature, 2014
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