Gaddum's test for symmetric cones

被引:1
|
作者
Orlitzky, Michael [1 ]
机构
[1] Towson Univ, Dept Math, Towson, MD 21252 USA
关键词
Gaddum's test; Copositivity; Symmetric cone; Linear game; Cone programming; VARIATIONAL-INEQUALITIES; LINEAR TRANSFORMATIONS; JORDAN ALGEBRAS; P-PROPERTIES; OPERATORS;
D O I
10.1007/s10898-020-00960-6
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
A real symmetric matrix A is copositive if < Ax, x > >= 0 for all x in the nonnegative orthant. Copositive programming gained fame when Burer showed that hard nonconvex problems can be formulated as completely-positive programs. Alas, the power of copositive programming is offset by its difficulty: simple questions like "is this matrix copositive?" have complicated answers. In 1958, Jerry Gaddum proposed a recursive procedure to check if a given matrix is copositive by solving a series of matrix games. It is easy to implement and conceptually simple. Copositivity generalizes to cones other than the nonnegative orthant. If K is a proper cone, then the linear operator L is copositive on K if < L ( x), x > >= 0 for all x in K. Little is known about these operators in general. We extend Gaddum's test to self-dual and symmetric cones, thereby deducing criteria for copositivity in those settings.
引用
收藏
页码:927 / 940
页数:14
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