Multiple Model Approaches To Nonlinear Modelling And Control
1st Edition
Published on 19. March 1997
Book
Hardback
360 pages
978-0-7484-0595-4 (ISBN)
Description
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.
More details
Series
Language
English
Place of publication
London
United Kingdom
Target group
College/higher education
Professional and scholarly
Dimensions
Height: 260 mm
Width: 183 mm
Thickness: 24 mm
Weight
876 gr
ISBN-13
978-0-7484-0595-4 (9780748405954)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
R. Murray-Smith | T. Johansen
Multiple Model Approaches To Nonlinear Modelling And Control
E-Book
11/2020
1st Edition
CRC Press
€86.99
Available for download
R. Murray-Smith | T. Johansen
Multiple Model Approaches To Nonlinear Modelling And Control
E-Book
11/2020
1st Edition
CRC Press
€86.99
Available for download
Persons
R Murray-Smith (Edited by) , T. Johansen (Edited by)
Content
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