Soft Computing in Systems and Control Technology (World Scientific Robotics and Intelligent Systems) [Hardcover] Tzafestas, Spyros

SKU: 1009ZO3K7K0

£ 100.00

Publisher : World Scientific Publishing Company (May 25, 1999)
Language : English
Hardcover : 508 pages
ISBN-10 : 9810233817
ISBN-13 : 978-9810233815
Item Weight : 1.7 pounds
Dimensions : 6.25 x 1.25 x 8.75 inches

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Description

Soft computing is a branch of computing which, unlike hard computing, can deal with uncertain, imprecise and inexact data. The three constituents of soft computing are fuzzy-logic-based computing, neurocomputing, and genetic algorithms. Fuzzy logic contributes the capability of approximate reasoning, neurocomputing offers function approximation and learning capabilities, and genetic algorithms provide a methodology for systematic random search and optimization.

These three capabilities are combined in a complementary and synergetic fashion.This book presents a cohesive set of contributions dealing with important issues and applications of soft computing in systems and control technology.The contributions include state-of-the-art material, mathematical developments, fresh results, and how-to-do issues.

Among the problems studied via neural, fuzzy, neurofuzzy and genetic methodologies are: data fusion, reinforcement learning, approximation properties, multichannel imaging, signal processing, system optimization, gaming, and several forms of control.The book can serve as a reference for researchers and practitioners in the field. Readers can find in it a large amount of useful and timely information, and thus save considerable effort in searching for other scattered literature.

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