Applications Of Neural Networks in Electromagnetics - Christos Christodoulou, Michael Georgiopoulos

Applications Of Neural Networks in Electromagnetics

Buch | Hardcover
530 Seiten
2000 | Unabridged edition
Artech House Publishers (Verlag)
978-0-89006-880-9 (ISBN)
189,95 inkl. MwSt
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An explanation of how the high-speed capabilities and "learning" abilities of neural networks can be applied to solving complex optimization problems in electromagnetics. It seeks to help the reader understand the basics and strengths and limitations of each main network architecture.
An explanation of how the high-speed capabilities and "learning" abilities of neural networks can be applied to solving numerous complex optimization problems in electromagnetics. It seeks to help the reader understand the basics and strengths and limitations of each main network architecture in use today. Moreover, it identifies situations when the use of neural networks is the best problem-solving option.

Bridging neural nets and electromagnetic wave applications; single layer perceptron and multi-layer perceptron; radial basis function networks; Kohonen neural networks; ART neural network architectures; recurrent neural networks; what are considered electromagnetic applications; applications of neural networks in RF and mobile communications; applications of neural networks in scattering; applications of neural networks in radar and remote sensing; applications of neural networks in microwave circuits; applications of neural networks in computational electromagnetics. (Part contents)

Erscheint lt. Verlag 30.12.2000
Verlagsort Norwood
Sprache englisch
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Naturwissenschaften Physik / Astronomie Elektrodynamik
Technik Elektrotechnik / Energietechnik
ISBN-10 0-89006-880-1 / 0890068801
ISBN-13 978-0-89006-880-9 / 9780890068809
Zustand Neuware
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