Evolving Rule-Based Models

Evolving Rule-Based Models

EnglishHardback
Angelov, Plamen P.
Physica-Verlag
EAN: 9783790814576
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The idea about this book has evolved during the process of its preparation as some of the results have been achieved in parallel with its writing. One reason for this is that in this area of research results are very quickly updated. Another is, possibly, that a strong, unchallenged theoretical basis in this field still does not fully exist. From other hand, the rate of innovation, competition and demand from different branches of industry (from biotech industry to civil and building engineering, from market forecasting to civil aviation, from robotics to emerging e-commerce) is increasingly pressing for more customised solutions based on learning consumers behaviour. A highly interdisciplinary and rapidly innovating field is forming which focus is the design of intelligent, self-adapting systems and machines. It is on the crossroads of control theory, artificial and computational intelligence, different engineering disciplines borrowing heavily from the biology and life sciences. It is often called intelligent control, soft computing or intelligent technology. Some other branches have appeared recently like intelligent agents (which migrated from robotics to different engineering fields), data fusion, knowledge extraction etc., which are inherently related to this field. The core is the attempts to enhance the abilities of the classical control theory in order to have more adequate, flexible, and adaptive models and control algorithms.
EAN 9783790814576
ISBN 3790814571
Binding Hardback
Publisher Physica-Verlag
Publication date February 25, 2002
Pages 214
Language English
Dimensions 235 x 155
Country Germany
Readership Professional & Scholarly
Authors Angelov, Plamen P.
Illustrations XIII, 214 p.
Edition 2002 ed.
Series Studies in Fuzziness and Soft Computing
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