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

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

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


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Summary

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.

Multiple Model Approaches To Nonlinear Modelling And Control Summary

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

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.

About R Murray-Smith

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

Table of Contents

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

Additional information

NPB9780748405954
9780748405954
074840595X
Multiple Model Approaches To Nonlinear Modelling And Control by R Murray-Smith
New
Hardback
Taylor & Francis Ltd
1997-03-19
360
N/A
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