Robust Solutions of Uncertain Complex-valued Quadratically Constrained Programs

被引:0
|
作者
Da Chuan XU Department of Applied Mathematics
机构
关键词
robust optimization; quadratically constrained program; complex semidefinite program; S-Lemma;
D O I
暂无
中图分类号
O224 [最优化的数学理论];
学科分类号
070105 ; 1201 ;
摘要
In this paper,we discuss complex convex quadratically constrained optimization withuncertain data.Using S-Lemma,we show that the robust counterpart of complex convex quadraticallyconstrained optimization with ellipsoidal or intersection-of-two-ellipsoids uncertainty set leads to acomplex semidefinite program.By exploring the approximate S-Lemma,we give a complex semidefiniteprogram which approximates the NP-hard robust counterpart of complex convex quadratic optimizationwith intersection-of-ellipsoids uncertainty set.
引用
收藏
页码:1279 / 1290
页数:12
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