A Trust Region Algorithm for Solving Bilevel Programming Problems
A Trust Region Algorithm for Solving Bilevel Programming Problems作者机构:School of BusinessRenmin University of China Academy of Mathematics and Systems ScienceChinese Academy of Sciences
出 版 物:《Acta Mathematicae Applicatae Sinica》 (应用数学学报(英文版))
年 卷 期:2013年第29卷第3期
页 面:491-498页
核心收录:
学科分类:12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 07[理学] 070105[理学-运筹学与控制论] 0701[理学-数学]
基 金:Supported by the National Natural Science Foundation of China(No.11171348 11171252 and 71232011)
主 题:Bilevel programming problem trust region algorithm global convergence mathematical program with equilibrium constraints stationary point
摘 要:In this paper, we present a new trust region algorithm for a nonlinear bilevel programming problem by solving a series of its linear or quadratic approximation subproblems. For the nonlinear bilevel programming problem in which the lower level programming problem is a strongly convex programming problem with linear constraints, we show that each accumulation point of the iterative sequence produced by this algorithm is a stationary point of the bilevel programming problem.