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Presents a new neural network which improves existing neural networks for solving general linear programming problems. The network, without setting parameter, uses only simple hardware in which no analog multipliers are required, and is proved to be completely stable to the exact solutions. Moreover, using this network the author can solve linear programming problems and its dual simultaneously, and cope with problems with nonunique solutions whose set is allowed to be unbounded.
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Related Publications
Y Xia
May 2017,
Neural networks : the official journal of the International Neural Network Society,
Y Xia
January 2001,
IEEE transactions on neural networks,
Y Xia
April 2014,
IEEE transactions on neural networks and learning systems,
Y Xia
March 2014,
Neural networks : the official journal of the International Neural Network Society,
Y Xia
February 1999,
International journal of neural systems,
Y Xia
January 1995,
IEEE transactions on neural networks,
Y Xia
December 2008,
IEEE transactions on neural networks,
Y Xia
November 2006,
IEEE transactions on neural networks,
Y Xia
January 2003,
IEEE transactions on neural networks,
Y Xia
January 2022,
Network (Bristol, England),
