Soft Computing and Fractal Theory for Intelligent Manufacturing (Studies in Fuzziness and Soft Computing, Band 117) - Hardcover

Castillo, Oscar; Melin, Patricia

 
9783790815474: Soft Computing and Fractal Theory for Intelligent Manufacturing (Studies in Fuzziness and Soft Computing, Band 117)
Hardcover
ISBN 10: 3790815470 ISBN 13: 9783790815474
Verlag: Physica, 2003

Inhaltsangabe

We describe in this book, new methods for intelligent manufacturing using soft computing techniques and fractal theory. Soft Computing (SC) consists of several computing paradigms, including fuzzy logic, neural networks, and genetic algorithms, which can be used to produce powerful hybrid intelligent systems. Fractal theory provides us with the mathematical tools to understand the geometrical complexity of natural objects and can be used for identification and modeling purposes. Combining SC techniques with fractal theory, we can take advantage of the "intelligence" provided by the computer methods and also take advantage of the descriptive power of the fractal mathematical tools. Industrial manufacturing systems can be considered as non-linear dynamical systems, and as a consequence can have highly complex dynamic behaviors. For this reason, the need for computational intelligence in these manufacturing systems has now been well recognized. We consider in this book the concept of "intelligent manufacturing" as the application of soft computing techniques and fractal theory for achieving the goals of manufacturing, which are production planning and control, monitoring and diagnosis of faults, and automated quality control. As a prelude, we provide a brief overview of the existing methodologies in Soft Computing. We then describe our own approach in dealing with the problems in achieving intelligent manufacturing. Our particular point of view is that to really achieve intelligent manufacturing in real-world applications we need to use SC techniques and fractal theory.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Physica
Erscheinungsdatum
2003
Sprache
Englisch
ISBN 10 
3790815470
ISBN 13 
9783790815474
Einband
Gebundene Ausgabe
Anzahl der Seiten
297
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
Niedersachsen
49078
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783662002964: Soft Computing and Fractal Theory for Intelligent Manufacturing (Studies in Fuzziness and Soft Computing, Band 117)

Vorgestellte Ausgabe

ISBN 10:  3662002965 ISBN 13:  9783662002964
Verlag: Physica, 2012
Softcover