Multiple Model Approaches To Nonlinear Modelling And Control

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.

Sommario

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

Info autore

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

Riassunto

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.

Dettagli sul prodotto

• Con la collaborazione di: T. Johansen (Editore), Tor Arne Johansen (Editore), Johansen T. (Editore), R Murray-Smith (Editore), Roderick Murray-Smith (Editore)
• Editore: Taylor and Francis
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 19.03.1997
• EAN: 9780748405954
• ISBN: 978-0-7484-0595-4
• Pagine: 360
• Peso: 830 g
• Serie: Series in Systems and Control
• Categorie: Scienze naturali, medicina, informatica, tecnica > Tecnica > Termotecnica, tecnica energetica ed elettrica; MATHEMATICS / Applied, TECHNOLOGY & ENGINEERING / Automation, Systems analysis & design, Mathematical modelling, Automatic control engineering, 3D graphics & modelling, Systems analysis and design, COMPUTERS / Design, Graphics & Media / Graphics Tools, 3D graphics and modelling