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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

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, includ… Mehr…

Nr. 978-3-7908-1547-4. Versandkosten:Worldwide free shipping, , DE. (EUR 0.00)
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Soft Computing and Fractal Theory for Intelligent Manufacturing. - Oscar and Patricia Melin Castillo
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Oscar and Patricia Melin Castillo:

Soft Computing and Fractal Theory for Intelligent Manufacturing. - gebunden oder broschiert

2003, ISBN: 3790815470

[EAN: 9783790815474], [SC: 4.0], [PU: Germany Physica-Verlag Heidelberg], FRACTALS MANUFACTURING PROCESSES SOFT COMPUTING MATHEMATICS GEOMETRY GENERAL TECHNOLOGY FRACTAL THEORY; FUZZY LOG… Mehr…

Versandkosten: EUR 4.00 CSG Onlinebuch GMBH, Darmstadt, Germany [85260580] [Rating: 5 (von 5)]
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Soft Computing and Fractal Theory for Intelligent Manufacturing. - Oscar and Patricia Melin Castillo
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Oscar and Patricia Melin Castillo:
Soft Computing and Fractal Theory for Intelligent Manufacturing. - gebunden oder broschiert

2003

ISBN: 3790815470

[EAN: 9783790815474], [PU: Germany Physica-Verlag Heidelberg], FRACTALS MANUFACTURING PROCESSES SOFT COMPUTING MATHEMATICS GEOMETRY GENERAL TECHNOLOGY FRACTAL THEORY; FUZZY LOGIC; INTELLI… Mehr…

Versandkosten: EUR 4.00 CSG Onlinebuch GMBH, Darmstadt, Germany [85260580] [Rating: 5 (von 5)]
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Soft Computing and Fractal Theory for Intelligent Manufacturing - Oscar Castillo/ Patricia Melin
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Oscar Castillo/ Patricia Melin:
Soft Computing and Fractal Theory for Intelligent Manufacturing - Taschenbuch

2003, ISBN: 9783790815474

Soft Computing and Fractal Theory for Intelligent Manufacturing ab 176.49 € als gebundene Ausgabe: Auflage 2003. Aus dem Bereich: Bücher, Ratgeber, Computer & Internet, Medien > Bücher ne… Mehr…

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

2003, ISBN: 9783790815474

Buch, Hardcover, 2003, [PU: Physica], Physica, 2003

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Bibliographische Daten des bestpassenden Buches

Details zum Buch
Soft Computing and Fractal Theory for Intelligent Manufacturing

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
Taschenbuch
Erscheinungsjahr: 2003
Herausgeber: Physica-Verlag HD
300 Seiten
Gewicht: 0,613 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2007-04-22T03:20:24+02:00 (Berlin)
Detailseite zuletzt geändert am 2024-03-03T15:58:19+01:00 (Berlin)
ISBN/EAN: 9783790815474

ISBN - alternative Schreibweisen:
3-7908-1547-0, 978-3-7908-1547-4
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: castillo, oscar, fleischmann isa, melin
Titel des Buches: computing with, manufacturing, soft computing, fractals, intelligent, fractal


Daten vom Verlag:

Autor/in: Oscar Castillo; Patricia Melin
Titel: Studies in Fuzziness and Soft Computing; Soft Computing and Fractal Theory for Intelligent Manufacturing
Verlag: Physica; Physica
283 Seiten
Erscheinungsjahr: 2003-01-22
Heidelberg; DE
Gewicht: 1,330 kg
Sprache: Englisch
160,49 € (DE)
164,99 € (AT)
177,00 CHF (CH)
POD
XIV, 283 p.

BB; Theory of Computation; Hardcover, Softcover / Informatik, EDV/Informatik; Theoretische Informatik; Verstehen; Signal; Simulation; algorithm; dynamische Systeme; fractal theory; fuzzy control; fuzzy logic; fuzzy system; genetic algorithms; intelligent manufacturing; learning; modeling; neural networks; optimization; soft computing; complexity; Artificial Intelligence; Complexity; Special Purpose and Application-Based Systems; Industrial and Production Engineering; Theory of Computation; Artificial Intelligence; Applied Dynamical Systems; Special Purpose and Application-Based Systems; Industrial and Production Engineering; Künstliche Intelligenz; Mathematik für Ingenieure; Kybernetik und Systemtheorie; Wissensbasierte Systeme, Expertensysteme; Fertigungstechnik und Ingenieurwesen; BC; EA

1 Introduction.- 2 Type-1 Fuzzy Logic.- 2.1 Type-1 Fuzzy Set Theory.- 2.2 Fuzzy Rules and Fuzzy Reasoning.- 2.2.1 Fuzzy Relations.- 2.2.2 Fuzzy Rules.- 2.3 Fuzzy Inference Systems.- 2.4 Fuzzy Modelling.- 2.5 Summary.- 3 Type-2 Fuzzy Logic.- 3.1 Type-2 Fuzzy Sets.- 3.2 Operations of Type-2 Fuzzy Sets.- 3.3 Type-2 Fuzzy Systems.- 3.3.1 Singleton Type-2 Fuzzy Logic Systems.- 3.3.2 Non-Singleton Fuzzy Logic Systems.- 3.3.3 Sugeno Type-2 Fuzzy Systems.- 3.4 Summary.- 4 Supervised Learning Neural Networks.- 4.1 Backpropagation for Feedforward Networks.- 4.1.1 The Backpropagation Learning Algorithm.- 4.1.2 Backpropagation Multilayer Perceptrons.- 4.1.3 Methods for Speeding up Backpropagation.- 4.2 Radial Basis Function Networks.- 4.3 Adaptive Neuro-Fuzzy Inference Systems.- 4.3.1 ANFIS Architecture.- 4.3.2 Learning Algorithm.- 4.4 Summary.- 5 Unsupervised Learning Neural Networks.- 5.1 Competitive Learning Networks.- 5.2 Kohonen Self-Organizing Networks.- 5.3 Learning Vector Quantization.- 5.4 The Hopfield Network.- 5.5 Summary.- 6 Genetic Algorithms and Simulated Annealing.- 6.1 Genetic Algorithms.- 6.2 Modifications to Genetic Algorithms.- 6.2.1 Chromosome Representation.- 6.2.2 Objective Function and Fitness.- 6.2.3 Selection Methods.- 6.2.4 Genetic Operations.- 6.2.5 Parallel Genetic Algorithm.- 6.3 Simulated Annealing.- 6.4 Applications of Genetic Algorithms.- 6.4.1 Evolving Neural Networks.- 6.4.1.1 Evolving Weights in a Fixed Network.- 6.4.1.2 Evolving Network Architectures.- 6.4.2 Evolving Fuzzy Systems.- 6.5 Summary.- 7 Dynamical Systems Theory.- 7.1 Basic Concepts of Dynamical Systems.- 7.2 Controlling Chaos.- 7.2.1 Controlling Chaos through Feedback.- 7.2.1.1 Ott-Grebogi-Yorke Method.- 7.2.1.2 Pyragas’s Control Methods.- 7.2.1.3 Controlling Chaos by Chaos.- 7.2.2 Controlling Chaos without Feedback.- 7.2.2.1 Control through Operating Conditions.- 7.2.2.2 Control by System Design.- 7.2.2.3 Taming Chaos.- 7.2.3 Method Selection.- 7.3 Summary.- 8 Plant Monitoring and Diagnostics.- 8.1 Monitoring and Diagnosis.- 8.2 Fractal Dimension of a Geometrical Object.- 8.3 Fuzzy Estimation of the Fractal Dimension.- 8.4 Plant Monitoring with Fuzzy-Fractal Approach.- 8.5 Experimental Results.- 8.6 Summary.- 9 Adaptive Control of Non-Linear Plants.- 9.1 Fundamental Adaptive Fuzzy Control Concept.- 9.2 Basic Concepts of Stepping Motors.- 9.2.1 Variable Reluctance Motors.- 9.2.2 Unipolar Motors.- 9.2.3 Bipolar Motors.- 9.2.4 Dynamics of the Stepping Motor.- 9.2.5 Control of the Stepping Motor.- 9.3 Fuzzy Logic Controller of the Stepping Motor.- 9.4 Hardware Implementation of ANFIS.- 9.5 Experimental Results.- 9.6 Summary.- 10 Automated Quality Control in Sound Speaker Manufacturing.- 10.1 Introduction.- 10.2 Basic Concepts of Sound Speakers.- 10.2.1 Sound Basics.- 10.2.2 Making Sound.- 10.2.3 Chunks of the Frequency Range.- 10.2.4 Boxes of Sound.- 10.2.5 Alternative Speaker Designs.- 10.3 Description of the Problem.- 10.4 Fractal Dimension of a Sound Signal.- 10.5 Experimental Results.- 10.6 Summary.- 11 Intelligent Manufacturing of Television Sets.- 11.1 Introduction.- 11.2 Imaging System of the Television Set.- 11.2.1 The Cathode Ray Tube.- 11.2.2 Phosphor.- 11.2.3 The Black-and-White TV Signal.- 11.2.4 Adding Color.- 11.3 Breeder Genetic Algorithm for Optimization.- 11.3.1 Genetic Algorithm for Optimization.- 11.4 Automated Electrical Tuning of Television Sets.- 11.5 Intelligent System for Control.- 11.6 Simulation Results.- 11.7 Summary.- 12 Intelligent Manufacturing of Batteries.- 12.1 Intelligent Control of the Battery Charging Process.- 12.1.1 Problem Description.- 12.1.2 Fuzzy Method for Control.- 12.1.3 Neuro-Fuzzy Method for Control.- 12.1.4 Neuro-Fuzzy-Genetic Method for Control.- 12.2 Hardware Implementation of the Fuzzy Controller for the Charging Process.- 12.2.1 Introduction.- 12.2.2 Fuzzy Control.- 12.2.3 Implementation of the Fuzzy Controller.- 12.2.4 Experimental Results.- 12.3 Automated Quality Control of Batteries.- 12.3.1 Introduction.- 12.3.2 Fuzzy Controller.- 12.3.3 Fuzzy Control Implementation.- 12.4 Summary.

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