Soft Computing and Fractal Theory for Intelligent Manufacturing - Taschenbuch
ISBN: 9783662002964
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…
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Soft Computing and Fractal Theory for Intelligent Manufacturing - Taschenbuch
2012, ISBN: 3662002965
Softcover reprint of the original 1st ed. 2003 Kartoniert / Broschiert Mathematik für Ingenieure, Fertigungstechnik und Ingenieurwesen, Theoretische Informatik, Künstliche Intelligenz, … Mehr…
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Soft Computing and Fractal Theory for Intelligent Manufacturing - Taschenbuch
2012, ISBN: 3662002965
Softcover reprint of the original 1st ed. 2003 Kartoniert / Broschiert, mit Schutzumschlag neu, [PU:Physica-Verlag HD; Physica]
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Soft Computing and Fractal Theory for Intelligent Manufacturing - Taschenbuch
2012, ISBN: 9783662002964
Buch, Softcover, Softcover reprint of the original 1st ed. 2003, [PU: Physica], Physica, 2012
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Soft Computing and Fractal Theory for Intelligent Manufacturing - Taschenbuch
2012, ISBN: 9783662002964
Softcover reprint of the original 1st ed. 2003, Softcover, Buch, [PU: Physica]
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Soft Computing and Fractal Theory for Intelligent Manufacturing - Taschenbuch
ISBN: 9783662002964
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…
Melin, Patricia; Castillo, Oscar:
Soft Computing and Fractal Theory for Intelligent Manufacturing - Taschenbuch2012, ISBN: 3662002965
Softcover reprint of the original 1st ed. 2003 Kartoniert / Broschiert Mathematik für Ingenieure, Fertigungstechnik und Ingenieurwesen, Theoretische Informatik, Künstliche Intelligenz, … Mehr…
Soft Computing and Fractal Theory for Intelligent Manufacturing - Taschenbuch
2012
ISBN: 3662002965
Softcover reprint of the original 1st ed. 2003 Kartoniert / Broschiert, mit Schutzumschlag neu, [PU:Physica-Verlag HD; Physica]
Soft Computing and Fractal Theory for Intelligent Manufacturing - Taschenbuch
2012, ISBN: 9783662002964
Buch, Softcover, Softcover reprint of the original 1st ed. 2003, [PU: Physica], Physica, 2012
Soft Computing and Fractal Theory for Intelligent Manufacturing - Taschenbuch
2012, ISBN: 9783662002964
Softcover reprint of the original 1st ed. 2003, Softcover, Buch, [PU: Physica]
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Detailangaben zum Buch - Soft Computing and Fractal Theory for Intelligent Manufacturing
EAN (ISBN-13): 9783662002964
ISBN (ISBN-10): 3662002965
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2012
Herausgeber: Physica
Buch in der Datenbank seit 2014-03-21T18:03:17+01:00 (Berlin)
Detailseite zuletzt geändert am 2022-05-04T16:20:21+02:00 (Berlin)
ISBN/EAN: 3662002965
ISBN - alternative Schreibweisen:
3-662-00296-5, 978-3-662-00296-4
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: melin, castillo
Titel des Buches: soft need, 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: 2012-08-08
Heidelberg; DE
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
160,49 € (DE)
164,99 € (AT)
177,00 CHF (CH)
POD
XIV, 283 p.
BC; 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; 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; BB; EA
1 Introduction.- 2 Type-1 Fuzzy Logic.- 2.1 Type-1 Fuzzy Set Theory.- 2.2 Fuzzy Rules and Fuzzy Reasoning.- 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.- 3.4 Summary.- 4 Supervised Learning Neural Networks.- 4.1 Backpropagation for Feedforward Networks.- 4.2 Radial Basis Function Networks.- 4.3 Adaptive Neuro-Fuzzy Inference Systems.- 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.- 6.3 Simulated Annealing.- 6.4 Applications of Genetic Algorithms.- 6.5 Summary.- 7 Dynamical Systems Theory.- 7.1 Basic Concepts of Dynamical Systems.- 7.2 Controlling Chaos.- 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.- 9.3 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.- 10.3 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.- 11.3 Breeder 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.- 12.2 Hardware Implementation of the Fuzzy Controller for the Charging Process.- 12.3 Automated Quality Control of Batteries.- 12.4 Summary.Unique approach combining soft computing techniques with fractal theory Various applications in manufacturing, numerous examples Includes supplementary material: sn.pub/extras
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