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Neural networks for optimization and signal processing. (English) Zbl 0824.68101
Stuttgart: B. G. Teubner. New York, NY: Wiley. xvii, 526 p. (1993).
The potential for neural networks to solve engineering and computational problem is now being recognised as a major development. Interest in this thriving new area is increasing rapidly. This topical book provides an introduction to the ability of artificial neural networks not only to solve on-line a wide range of optimization problems, but also to develop new techniques and architectures. Mathematical modelling is covered in detail and illustrative computer simulation results are provided. The authors’ style is practical and informative and will appeal equally to students, engineers and scientists. This is a timely new text which will fill a vital gap in the current literature on the subject.

MSC:
68T05 Learning and adaptive systems in artificial intelligence
94A12 Signal theory (characterization, reconstruction, filtering, etc.)
Keywords:
neural networks
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