Zeroing Dynamics, Gradient Dynamics, and Newton Iterations
- ISBN13：9781498753760
- 出版社：Productivity Press
- 作者：Yunong Zhang; Lin Xiao; Zhengli Xiao; Mingzhi Mao
- 裝訂／頁數：精裝／344頁
- 規格：22.9cm*17.8cm*2.5cm (高/寬/厚)
- 出版日：2015/12/18
商品簡介
The online solution to mathematical problems arises in many fields of science, engineering, and business. The Neural networksand neural-dynamic approach is now regarded as a powerful methord for this. Comparing with the conventional gradient neuralnetworks which can only deal with constant coefficient matrices and vectors, the author introduced a new method called zeroingdynamics to solve not time-varying problems, which are frequently encountered in scientific and engineering applications.This book provides comprehensive treatment of the theory of both static and dynamic neural networks.
作者簡介
Yunong Zhang received a Ph.D. degree from Chinese University of Hong Kong in 2003. He is currently a professor at School ofInformation Science and Technology, Sun Yat-sen University, Guangzhou, China. Before joining Sun Yat-sen University, Yunonghad been with National University of Singapore, University of Strathclyde, and National University of Ireland at Maynooth. He hasbeen working on the research and application of neural networks/dynamics for 16 years. He was presented the Best Paper Awardof ISSCAA in 2008 and the Best Paper Award of ICAL in 2011, and was among the 2014 Highly Cited Scholars of China selectedby Elsevier published in 2015.
Lin Xiao received his Ph. D degree from Sun Yat-sen University, Guangzhou, China, in 2014. He is currently a lecturer at Collegeof Information Science and Engineering, Jishou University, Jishou, China. His main research interests include neural networks,robotics, and intelligent information processing. He has published more than 30 scientific papers.
Zhengli Xiao is currently pursuing the M.S. degree in Department of Computer Science, School of Information Science andTechnology, Sun Yat-sen University, Guangzhou, China.
Mingzhi Mao received the B.S., M.S., and Ph.D. degrees in Department of Computer Science from Sun Yat-sen University,Guangzhou, China, in 1988, 1998, and 2008, respectively. He is currently an associate professor at School of Information Scienceand Technology, Sun Yat-sen University, Guangzhou, China. His main research interests include intelligence algorithms, softwareengineering, and management information systems.
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