A note on strict complementarity for the doubly non-negative cone

Autor: Bolor Jargalsaikhan, Jan-J. Rückmann
Jazyk: angličtina
Rok vydání: 2019
Předmět:
Zdroj: Optimization, 68(2-3), 457-464. Taylor and Francis Ltd
ISSN: 0233-1934
Popis: In this paper, we consider a closed convex cone given by the intersection of two cones and . We study faces and complementary faces of in terms of and . Based on complementary faces, the tangent spaces of can be characterized as well. Moreover, many numerical methods assume regularity conditions such as strict complementarity. We provide necessary and sufficient conditions for strict complementarity for the cone . All these results can be applied to the doubly non-negative cone. Finally, a numerically efficient procedure for checking strict complementarity of for the doubly non-negative cone is provided when X has exactly one zero eigenvalue.
Databáze: OpenAIRE