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Soft Computing And Fractal Theory For Intelligent Manufacturing
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Soft Computing And Fractal Theory For Intelligent Manufacturing - neues Buch

ISBN: 9783790815474

ID: 9837742

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. 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. Books, Computing~~Computer Science, Soft Computing And Fractal Theory For Intelligent Manufacturing~~Book~~9783790815474~~Patricia Melin, Oscar Castillo, , , , , , , , , ,

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Soft Computing and Fractal Theory for Intelligent Manufacturing. - Castillo, Oscar and Patricia Melin
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Soft Computing and Fractal Theory for Intelligent Manufacturing. - gebunden oder broschiert

2003, ISBN: 3790815470

ID: 29147

Gebunden Zustand: Gut, XIV, 283 p. 201 illus. About this book The book describes the application of soft computing techniques and fractal theory to intelligent manufacturing. Hybrid intelligent systems, which integrate different soft computing techniques and fractal theory, are also presented. The text covers the basics of fuzzy logic, neural networks, genetic algorithms, simulated annealing, chaos and fractal theory. It also describes in detail different hybrid architectures for developing intelligent manufacturing systems for applications in automated quality control, process monitoring and diagnostics, adaptive control of non-linear plants, and time series prediction. Real-world applications covered in this book include: tuning of televisions, battery charging, sound speaker testing, fruit classification, and stepping motors. Written for scientists, graduate Students ISBN 3790815470 Versand D: 3,90 EUR FRACTALS MANUFACTURING PROCESSES SOFT COMPUTING MATHEMATICS GEOMETRY GENERAL TECHNOLOGY fractal theory; fuzzy logic; intelligent manufacturing; neural networks; soft Computing, [PU:Heidelberg, Germany Physica-Verlag,]

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Soft Computing and Fractal Theory for Intelligent Manufacturing. - Castillo, Oscar and Patricia Melin
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Castillo, Oscar and Patricia Melin:
Soft Computing and Fractal Theory for Intelligent Manufacturing. - gebunden oder broschiert

2003

ISBN: 3790815470

ID: 16427

Gebunden Zustand: Gut, XIV, 283 p. 201 illus. About this book The book describes the application of soft computing techniques and fractal theory to intelligent manufacturing. Hybrid intelligent systems, which integrate different soft computing techniques and fractal theory, are also presented. The text covers the basics of fuzzy logic, neural networks, genetic algorithms, simulated annealing, chaos and fractal theory. It also describes in detail different hybrid architectures for developing intelligent manufacturing systems for applications in automated quality control, process monitoring and diagnostics, adaptive control of non-linear plants, and time series prediction. Real-world applications covered in this book include: tuning of televisions, battery charging, sound speaker testing, fruit classification, and stepping motors. Written for scientists, graduate Students ISBN 3790815470 Versand D: 2,00 EUR FRACTALS MANUFACTURING PROCESSES SOFT COMPUTING MATHEMATICS GEOMETRY GENERAL TECHNOLOGY fractal theory; fuzzy logic; intelligent manufacturing; neural networks; soft Computing, [PU:Heidelberg, Germany Physica-Verlag,]

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Soft Computing and Fractal Theory for Intelligent Manufacturing - Castillo, Oscar Melin, Patricia
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Castillo, Oscar Melin, Patricia:
Soft Computing and Fractal Theory for Intelligent Manufacturing - gebunden oder broschiert

2003, ISBN: 9783790815474

[ED: Hardcover], [PU: Physica-Verlag], What do colloids, fractals, liquid crystals, and polymers have in common? Nothing at first sight. Yet the distance scales, the energy transfers, the way these objects react to an external field are very similar. For the first time, this book offers an introduction to the physics of these soft materials in one single volume. A variety of experiments and concepts are presented, including the phenomena of capillarity and wetting, fractals, small volumes and large surfaces, colloids, surfactants, giant micelles and fluid membranes, polymers, and liquid crystals. Each chapter is written by experts in the field with the aim of making the book accessible to the widest possible scientific audience: graduate students, lecturers, and research scientists in physics, chemistry, and other disciplines. Nobel Prize winner Pierre-Gilles de Gennes inspired this book and has written a foreword.2003. xiv, 283 S. 143 SW-Abb., 10 Tabellen,Versandfertig in 3-5 Tagen, [SC: 0.00]

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Soft Computing and Fractal Theory for Intelligent Manufacturing 1st Edition - Oscar Castillo
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Soft Computing and Fractal Theory for Intelligent Manufacturing 1st Edition Author :Oscar Castillo 9783790815474 3790815470

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Soft Computing and Fractal Theory for Intelligent Manufacturing
Autor:

Melin, Patricia; Castillo, Oscar

Titel:

Soft Computing and Fractal Theory for Intelligent Manufacturing

ISBN-Nummer:

3790815470

The book describes the application of soft computing techniques and fractal theory to intelligent manufacturing. Hybrid intelligent systems, which integrate different soft computing techniques and fractal theory, are also presented. The text covers the basics of fuzzy logic, neural networks, genetic algorithms, simulated annealing, chaos and fractal theory. It also describes in detail different hybrid architectures for developing intelligent manufacturing systems for applications in automated quality control, process monitoring and diagnostics, adaptive control of non-linear plants, and time series prediction. Real-world applications covered in this book include: tuning of televisions, battery charging, sound speaker testing, fruit classification, and stepping motors.

Detailangaben zum Buch - Soft Computing and Fractal Theory for Intelligent Manufacturing


EAN (ISBN-13): 9783790815474
ISBN (ISBN-10): 3790815470
Gebundene Ausgabe
Erscheinungsjahr: 2003
Herausgeber: Physica Verlag
300 Seiten
Gewicht: 0,613 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 22.04.2007 03:20:24
Buch zuletzt gefunden am 31.08.2016 02:54:22
ISBN/EAN: 3790815470

ISBN - alternative Schreibweisen:
3-7908-1547-0, 978-3-7908-1547-4

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