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Evolving Rule-Based Models : A Tool for Design of Flexible Adaptive Systems /

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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 origi...

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Bibliographic Details
Main Author: Angelov, Plamen P.
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Heidelberg : Physica-Verlag HD : Imprint: Physica, 2002.
Series:Studies in fuzziness and soft computing ; 92.
Subjects:
Computer science.
Artificial intelligence.
Physics.
Engineering.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Introduction
  • Part I: System Modelling: Basic Principles: Conventional Methods; Flexible Models
  • Part II: Flexible Models Identification: Non-linear Approach to (Off-line) Identification of Flexible Models; Quasi-linear Approach to FRB Models (Off-line) Identification; Intelligent and Smart Adaptive Systems; On-line Identification of Flexible TSK-type Models
  • Part III: Engineering Applications: Modelling Indoor Climate Control Systems; On-line Modelling of Fermentation Processes; Intelligent Risk Assessment; Conclusions.