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Evolving Rule-Based Models by Plamen P. Angelov
Evolving Rule-Based Models by Plamen P. Angelov
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Evolving Rule-Based Models

A Tool for Design of Flexible Adaptive Systems
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Description

The objects of modelling and control change due to dynamical characteristics, fault development or simply ageing. There is a need to up-date models inheriting useful structure and parameter information. The book gives an original solution to this problem with a number of examples. It treats an original approach to on-line adaptation of rule-based models and systems described by such models. It combines the benefits of fuzzy rule-based models suitable for the description of highly complex systems with the original recursive, non iterative technique of model evolution without necessarily using genetic algorithms, thus avoiding computational burden making possible real-time industrial applications. Potential applications range from autonomous systems, on-line fault detection and diagnosis, performance analysis to evolving (self-learning) intelligent decision support systems.
Release date Australia
October 21st, 2010
Audience
  • Professional & Vocational
Edition
Softcover reprint of hardcover 1st ed. 2002
Illustrations
XIII, 214 p.
Pages
214
Dimensions
155x235x12
ISBN-13
9783790825060
Product ID
8954227

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