An Alternative Recurrent Neural Network for Solving Variational Inequalities and Related Optimization Problems
An Alternative Recurrent Neural Network for Solving Variational Inequalities and Related Optimization Problems
复制标题
用于解决变分不等式及相关优化问题的替代循环神经网络
DOI：
10.1109/tsmcb.2009.2025700
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发表时间：
2009-12
影响因子：
--
通讯作者：
Hu, Xiaolin
中科院分区：
文献类型：
--
作者：
Zhang, Bo;Hu, Xiaolin
There exist many recurrent neural networks for solving optimization-related problems. In this paper, we present a method for deriving such networks from existing ones by changing connections between computing blocks. Although the dynamic systems may become much different, some distinguished properties may be retained. One example is discussed to solve variational inequalities and related optimization problems with mixed linear and nonlinear constraints. A new network is obtained from two classical models by this means, and its performance is comparable to its predecessors. Thus, an alternative choice for circuits implementation is offered to accomplish such computing tasks.
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DOI：
10.1016/j.amc.2005.07.025
发表时间：
2006-04
期刊：
Appl. Math. Comput.
影响因子：
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作者：
Hasan Ghasabi-Oskoei;N. Mahdavi-Amiri
通讯作者：
Hasan Ghasabi-Oskoei;N. Mahdavi-Amiri
DOI：
10.1007/b97543
发表时间：
2003
期刊：
--
影响因子：
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作者：
F. Facchinei;J. Pang
通讯作者：
F. Facchinei;J. Pang
影响因子：
--
作者：
Xiaolin Hu;Jun Wang
通讯作者：
Xiaolin Hu;Jun Wang
影响因子：
8
作者：
Yongqing Yang;Jinde Cao
通讯作者：
Yongqing Yang;Jinde Cao
影响因子：
--
作者：
Xiaolin Hu;Bo Zhang-
通讯作者：
Xiaolin Hu;Bo Zhang-