Item description for Soft Computing and Fractal Theory for Intelligent Manufacturing (Studies in Fuzziness and Soft Computing) by Oscar Castillo...
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.
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Est. Packaging Dimensions: Length: 9.4" Width: 6.2" Height: 0.9" Weight: 1.25 lbs.
Release Date Mar 10, 2003
Publisher Physica-Verlag Heidelberg
ISBN 3790815470 ISBN13 9783790815474
Availability 56 units. Availability accurate as of May 26, 2017 01:10.
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