Applications of Neural Networks in Electromagnetics 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Christos Christodoulou 作者

Artech House Publishers

译者

2001-1 出版日期

512 页数

$157 价格

9.3 x 6.3 x 1.5 inches

丛书系列

9780890068809 图书编码

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Applications of Neural Networks in Electromagnetics 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Applications of Neural Networks in Electromagnetics 在线电子书著者简介

Dr. Georgiopoulos has obtained the Diploma in Electrical Engineering (1981) from the National Technical University in Athens, Greece. He received his Masters and Ph.D. in Electrical Engineering from the University of Connecticut, Storrs, in 1983 and 1986, respectively. He joined the University of Central Florida in 1986, where he is currently a Professor in the School of EECS. His research areas are Machine Learning and Applications and Graduate Coordinator, with special emphasis on ART neural networks, decision tree classifiers and support vector machines. He has published over 200 papers in journals and conferences in his fields of expertise. He has been an Associate Editor of the IEEE Transactions of Neural Networks from 2002 to 2006, and an Associate Editor of the Neural Networks journal since 2006.

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Applications of Neural Networks in Electromagnetics 在线电子书图书描述

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.

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