Fuzzy Model Identification for Control - Janos Abonyi
-30% ar kodu BOOKS
Piegāde 12-18 darba dienu laikā
30 dienu atgriešanas politika
Overview Since the early 1990s, fuzzy modeling and identification from process data have been and continue to be an evolving subject of interest. Although the application of fuzzy models proved to be effective for the approxima tion of uncertain nonlinear processes, the data-driven identification offuzzy models alone sometimes yields complex and unrealistic models. Typically, this is due to the over-parame ... Pilns apraksts
Jums varētu patikt arī
TOP
The Demon-Haunted World: Science as a Candle in the Dark
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
The Art of Uncertainty: How to Navigate Chance, Ignorance, Risk and Luck
-30% ar kodu BOOKS
Nav noliktavā
TOP
Heart Rate Variability: Science and Strategies for Peak Performance
Marco Altini, Sylvain Laborde, Dan Plews, Emma Mosley
-30% ar kodu BOOKS
Nav noliktavā
TOP
Many Faces, One Purpose: A Manager's Handbook on Women in Firefighting
U. S. Fire Administration, Homeland Security
-30% ar kodu BOOKS
Nav noliktavā
TOP
The Gulf Moment: Arab Relations Since 2011
Florence Gaub, U. S. Army War College, Strategic Studies Institute
-30% ar kodu BOOKS
Nav noliktavā
TOP
Introduction to Algorithms
Ronald L. Rivest, Charles E. Leiserson, Clifford Stein, Thomas H. Cormen
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Thinking in Systems: International Bestseller
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Skin in the Game: Hidden Asymmetries in Daily Life
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
101 Things I Learned in Architecture School
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Dinosaurs and Prehistoric Life: The Definitive Visual Guide to Prehistoric Animals
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Crossing Borders: About the birth of the Consortium of European Research Libraries, the organisation's early years and its path to maturity, spanning the period from the late twentieth century to the first decades of the twenty-first century
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
The Code Book: The Science of Secrecy from Ancient Egypt to Quantum Cryptography
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Worth Dying For: The Power and Politics of Flags
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Only Dull People Are Brilliant at Breakfast
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Playing It by the Book: Printed and Manuscript Book Games in Early Modern Europe
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Cybernetics: Second Edition: Or the Control and Communication in the Animal and the Machine
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
International Economics: Theory and Policy, Global Edition
Paul Krugman, Maurice Obstfeld, Marc Melitz
-30% ar kodu BOOKS
Piegādātāja noliktavā
Aprašymas
Overview Since the early 1990s, fuzzy modeling and identification from process data have been and continue to be an evolving subject of interest. Although the application of fuzzy models proved to be effective for the approxima tion of uncertain nonlinear processes, the data-driven identification offuzzy models alone sometimes yields complex and unrealistic models. Typically, this is due to the over-parameterization of the model and insufficient in formation content of the identification data set. These difficulties stem from a lack of initial a priori knowledge or information about the system to be modeled. To solve the problem of limited knowledge, in the area of modeling and identification, there is a tendency to blend information of different natures to employ as much knowledge for model building as possible. Hence, the incorporation of different types of a priori knowledge into the data-driven fuzzy model generation is a challenging and important task. Motivated by our research into this topic, our book presents new ap proaches to the construction of fuzzy models for model-based control. New model structures and identification algorithms are described for the effec tive use of heterogenous information in the form of numerical data, qualita tive knowledge and first-principle models. By exploiting the mathematical properties of the proposed model structures, such as invertibility and local linearity, new control algorithms will be presented.
Vairāk informācijas
| Autors | Janos Abonyi |
|---|---|
| Izdevējs | Birkhäuser Boston |
| Izlaides gads | 2012 |
| Vāka tips | Mīkstais vāks |
| EAN | 9781461265795 |