Data & IT
Neural Network Applications in Control
G W Irwin • K Warwick • K J Hunt • G W Irwin • K J Hunt
Inbunden
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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.
- Format: Inbunden
- ISBN: 9780852968529
- Språk: Engelska
- Utgivningsdatum: 1995-06-30
- Förlag: Institution of Engineering and Technology