DocumentCode
761216
Title
A new neural network for solving linear programming problems and its application
Author
Xia, Youshen
Author_Institution
Nanjing Univ. of Posts & Telecommun., China
Volume
7
Issue
2
fYear
1996
fDate
3/1/1996 12:00:00 AM
Firstpage
525
Lastpage
529
Abstract
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
Keywords
linear programming; minimisation; neural nets; linear programming; nonunique solutions; unbounded set; Analog circuits; Application software; Artificial neural networks; Costs; Filtering; Linear programming; Neural network hardware; Neural networks; Nonlinear filters; Operations research;
fLanguage
English
Journal_Title
Neural Networks, IEEE Transactions on
Publisher
ieee
ISSN
1045-9227
Type
jour
DOI
10.1109/72.485686
Filename
485686
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