A novel approach to Bilevel nonlinear programming

被引:48
作者
Tuy, H.
Migdalas, A.
Hoai-Phuong, N. T.
机构
[1] Inst Math, Hanoi 10000, Vietnam
[2] Tech Univ Crete, Khania, Greece
关键词
bilevel nonlinear programming; bilevel convex programming; bilevel linear programming; leader and follower game; monotonic optimization; polyblock approximation; branch-reduce-and-bound method; monotonicity cuts;
D O I
10.1007/s10898-006-9093-1
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 [运筹学与控制论]; 12 [管理学]; 1201 [管理科学与工程]; 1202 [工商管理学]; 120202 [企业管理];
摘要
Recently developed methods of monotonic optimization have been applied successfully for studying a wide class of nonconvex optimization problems, that includes, among others, generalized polynomial programming, generalized multiplicative and fractional programming, discrete programming, optimization over the efficient set, complementarity problems. In the present paper the monotonic approach is extended to the General Bilevel Programming GBP Problem. It is shown that (GBP) can be transformed into a monotonic optimization problem which can then be solved by "polyblock" approximation or, more efficiently, by a branch-reduce-and-bound method using monotonicity cuts. The method is particularly suitable for Bilevel Convex Programming and Bilevel Linear Programming.
引用
收藏
页码:527 / 554
页数:28
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