Industrial Applications of Neural Networks
Project ANNIE Handbook
(Sprache: Englisch)
Neural network technology encompasses a class of methods which attempt to mimic the basic structures used in the brain for information processing. The technology is aimed at problems such as pattern recognition which are difficult for traditional...
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Neural network technology encompasses a class of methods which attempt to mimic the basic structures used in the brain for information processing. The technology is aimed at problems such as pattern recognition which are difficult for traditional computational methods. Neural networks have potential applications in many industrial areas such as advanced robotics, operations research, and process engineering. This book is concerned with the application of neural network technology to real industrial problems. It summarizes a three-year collaborative international project called ANNIE (Applications of Neural Networks for Industry in Europe) which was jointly funded by industry and the European Commission within the ESPRIT programme. As a record of a working project, the book gives an insight into the real problems faced in taking a new technology from the workbench into a live industrial application, and shows just how it can be achieved.
It stresses the comparison between neural networks and conventional approaches. Even the non-specialist reader will benefit from understanding the limitations as well as the advantages of the new technology.
It stresses the comparison between neural networks and conventional approaches. Even the non-specialist reader will benefit from understanding the limitations as well as the advantages of the new technology.
Klappentext zu „Industrial Applications of Neural Networks “
Neural network technology encompasses a class of methodswhich attempt to mimic the basic structures used in thebrain for information processing. Thetechnology is aimed atproblems such as pattern recognition which are difficult fortraditional computational methods. Neural networks havepotential applications in many industrial areas such asadvanced robotics, operations research, and processengineering.This book is concerned with the application of neuralnetwork technology to real industrial problems. Itsummarizes a three-year collaborative international projectcalled ANNIE (Applications of Neural Networks for Industryin Europe) which was jointly funded by industry and theEuropean Commission within the ESPRIT programme. As a recordof a working project, the book gives an insight into thereal problems faced in taking a new technology from theworkbench into a live industrial application, and shows justhow it can be achieved. It stresses the comparison betweenneural networks and conventional approaches. Even thenon-specialist reader will benefit from understanding thelimitations as well as the advantages of the new technology.
Bibliographische Angaben
- 1992, IX, 297 Seiten, Maße: 24,2 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3540558756
- ISBN-13: 9783540558750
Sprache:
Englisch
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