System identification and adaptive control : theory and applications of the neurofuzzy and fuzzy cognitive network models / Yiannis Boutalis, Dimitrios Theodoridis, Theodore Kottas, Manolis A. Christodoulou.
Tipo de material:
TextoSeries Advances in Industrial ControlEditor: Cham : Springer International Publishing : Springer, 2014Descripción: xii, 313 páginas : 120 ilustraciones, 56 ilustraciones en colorTipo de contenido: - texto
- computadora
- recurso en línea
- 9783319063645
- TJ212-225
Contenidos:
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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Springer eBooks
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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