Control, Robotics and Sensors Neural Network Applications in Control

Name: Control, Robotics and Sensors Neural Network Applications in Control
SKU: 06eb7bc431821efaf452992bdfaed4ae
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Bol The aim of this book is to present an introduction to, and an overview of, the present state of neural network research and development, with an emphasis on control systems application studies. 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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The aim of this book is to present an introduction to, and an overview of, the present state of neural network research and development, with an emphasis on control systems application studies. 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.

Lees meer