A neural network approach for solving linear bilevel programming problem

被引：21
|
作者：
Hu, Tiesong [1 ]
Guo, Xuning [1 ]
Fu, Xiang [1 ]
Lv, Yibing [2 ]
机构：
[1] Wuhan Univ, State Key Lab Water Resource & Hydropower Engn Sc, Wuhan 430072, Peoples R China
[2] Yangtze Univ, Sch Informat & Math, Jinzhou 434023, Peoples R China
来源：
KNOWLEDGE-BASED SYSTEMS | 2010年 / 23卷 / 03期
基金：
中国国家自然科学基金;
关键词：
Linear bilevel programming; Neural network; Asymptotic stability; Optimal solution;
D O I：
10.1016/j.knosys.2010.01.001
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A novel neural network approach is proposed for solving linear bilevel programming problem. The proposed neural network is proved to be Lyapunov stable and capable of generating optimal solution to the linear bilevel programming problem. The numerical result shows that the neural network approach is feasible and efficient. Crown Copyright (C) 2010 Published by Elsevier B.V. All rights reserved.
引用
收藏
页码：239 / 242
页数：4
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