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Neural Network Applications in Control
Hardcover
Series: Control, Robotics and Sensors
Technology & EngineeringGeneral Computers
ISBN13: 9780852968529
Publisher: Institution Of Engineering & T
Published: Jun 30 1995
Pages: 309
Weight: 1.35
Height: 0.75 Width: 6.14 Depth: 9.21
Language: English
Neural networks are an exciting technology of growing importance in real industrial situations, particularly in control and systems. This book aims to give a detailed appreciation of the use of neural nets in these applications; it is aimed particularly at those with a control or systems background who wish to gain an insight into the technology in the context of real applications.
The book introduces a wide variety of network types, including Kohenen nets, n-tuple nets and radial basis function networks, as well as the more usual multi-layer perception back-propagation networks. It begins by describing the basic principles and some essential design features, then goes on to examine in depth several application studies illustrating a range of advanced approaches to the topic.
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