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Item Details
| Title:
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NEURAL NETWORKS
ALGORITHMS AND APPLICATIONS |
| By: |
M. A. Rao, J. Srinivas |
| Format: |
Hardback |
| List price:
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£28.00 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
1842651315 |
| ISBN 13: |
9781842651315 |
| Publisher: |
ALPHA SCIENCE INTERNATIONAL LTD |
| Pub. date: |
1 April, 2003 |
| Pages: |
250 |
| Description: |
Provides an introduction to the use of neural networks in mechanical engineering applications. This book presents models like Hopfield, Bi-directional Associative Memory, fuzzy Associative Memory, Adaptive Resonance Theory, kohonen as well as supervised architectures like Counter Propagation networks and Radial Basis Function Networks. |
| Synopsis: |
This volume provides a comprehensive introduction to the use of neural networks in mechanical engineering applications. Beginning with an overview of different neural network topologies in the first two parts, functioning of human brain is also explained as an analogy with artificial models. Unsupervised models like Hopfield, Bi-directional Associative Memory, fuzzy Associative Memory, Adaptive Resonance Theory, kohonen as well as supervised architectures like Multi-Layer Perceptron, Counter Propagation networks and Radial Basis Function Networks are presented. The third part deals with applications of artificial neural networks for solving of design optimization problems, forward and inverse dynamic analysis applications and system identification and monitoring, as well as motion and vibration control in robotics and structural engineering. Software implementations for neural networks in C/C++ language and necessary optimization techniques in network training are given in Appendices. |
| Illustrations: |
photograph, index |
| Publication: |
UK |
| Imprint: |
Alpha Science International Ltd |
| Returns: |
Returnable |
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