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Multiple Model Approaches To Nonlinear Modelling And Control de R Murray-Smith

Multiple Model Approaches To Nonlinear Modelling And Control: Series in Systems and Control

Editat de R Murray-Smith, T. Johansen
en Limba Engleză Hardback – 19 mar 1997
This work presents approaches to modelling and control problems arising from conditions of ever increasing nonlinearity and complexity. It prescribes an approach that covers a wide range of methods being combined to provide multiple model solutions. Many component methods are described, as well as discussion of the strategies available for building a successful multiple model approach.
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Specificații

ISBN-13: 9780748405954
ISBN-10: 074840595X
Pagini: 360
Dimensiuni: 178 x 254 x 25 mm
Greutate: 0.83 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Series in Systems and Control

Locul publicării:Boca Raton, United States

Public țintă

Professional

Cuprins

1. Basic Principles: The Operating Regime Approach 2. Modelling: Fuzzy Set Methods for Local Modelling Identification 3. Modelling of Electrically Stimulated Muscle 4. Process Modelling Using a Functional State Approach 5. Markov Mixtures of Experts 6. Active Learning With Mixture Models 7. Local Learning in Local Model Networks 8. Side Effects of Normalising Basic Functions 9. Control: Heterogeneous Control Laws 10. Local Laguerre Models 11. Multiple Model Adaptive Control 12. H Control Using Multiple Linear Models 13. Synthesis of Fuzzy Control Systems Based on Linear Takagi-Sugeno Fuzzy Models

Notă biografică

R Murray-Smith (Edited by) , T. Johansen (Edited by)

Descriere

This work presents approaches to modelling and control problems arising from conditions of ever increasing nonlinearity and complexity. It prescribes an approach that covers a wide range of methods being combined to provide multiple model solutions.