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

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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… Mehr…

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

2010, ISBN: 3790825069

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Evolving Rule-Based Models: A Tool for Design of Flexible Adaptive Systems (Studies in Fuzziness and Soft Computing) - Taschenbuch

2010

ISBN: 9783790825060

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Evolving Rule-Based Models: A Tool for Design of Flexible Adaptive Systems (Studies in Fuzziness and Soft Computing) - Taschenbuch

2010, ISBN: 9783790825060

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Evolving Rule-Based Models - neues Buch

ISBN: 9783790825060

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Details zum Buch
Evolving Rule-Based Models: A Tool for Design of Flexible Adaptive Systems

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.

Detailangaben zum Buch - Evolving Rule-Based Models: A Tool for Design of Flexible Adaptive Systems


EAN (ISBN-13): 9783790825060
ISBN (ISBN-10): 3790825069
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: Physica
228 Seiten
Gewicht: 0,351 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2011-07-29T17:14:14+02:00 (Vienna)
Detailseite zuletzt geändert am 2023-10-10T21:32:45+02:00 (Vienna)
ISBN/EAN: 9783790825060

ISBN - alternative Schreibweisen:
3-7908-2506-9, 978-3-7908-2506-0
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: angelov
Titel des Buches: rule, systems art, flexible design


Daten vom Verlag:

Autor/in: Plamen P. Angelov
Titel: Studies in Fuzziness and Soft Computing; Evolving Rule-Based Models - A Tool for Design of Flexible Adaptive Systems
Verlag: Physica; Physica
214 Seiten
Erscheinungsjahr: 2010-10-21
Heidelberg; DE
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XIII, 214 p.

BC; Hardcover, Softcover / Mathematik/Grundlagen; Mathematik: Logik; Verstehen; algorithms; complex system; complex systems; decision support system; fuzzy; genetic algorithms; model; modeling; system; complexity; Mathematical Logic and Foundations; Systems Theory, Control; Artificial Intelligence; Applied Dynamical Systems; Mathematische Grundlagen; Kybernetik und Systemtheorie; Künstliche Intelligenz; Mathematik für Ingenieure; BB

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.
First approach to on-line generation and adaptation of rule-based models Illustration with real engineering examples Includes supplementary material: sn.pub/extras

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Neuestes ähnliches Buch:
9783790817942 Evolving Rule-Based Models (Plamen P. Angelov)


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