Applications Of Neural Networks in Electromagnetics

Christos Christodoulou, Michael Georgiopoulos (Autoren)

Buch | Hardcover

530 Seiten

2000 | Unabridged edition
Artech House Publishers (Verlag)
978-0-89006-880-9 (ISBN)

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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