Multiple Model Approaches To Nonlinear Modelling And Control

Inbunden, Engelska, 1997

Del i serien Series in Systems and Control

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Beskrivning

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.

Produktinformation

Utgivningsdatum:1997-03-19
Mått:178 x 254 x 24 mm
Vikt:748 g
Format:Inbunden
Språk:Engelska
Serie:Series in Systems and Control
Antal sidor:360
Förlag:Taylor & Francis Ltd
ISBN:9780748405954

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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