Abstract
De Klerk and Pasechnik introduced in 2002 semidefinite bounds ϑ (r)(G)(r ≥ 0) for the stability number α(G) of a graph G and conjectured their exactness at order r = α(G) − 1. These bounds rely on the conic approximations K ( n r) introduced by Parrilo in 2000 for the copositive cone COP n. A difficulty in the convergence analysis of the bounds is the bad behavior of Parrilo’s cones under adding a zero row/column: when applied to a matrix not in K ( n r) this gives a matrix that does not lie in any of Parrilo’s cones, thereby showing that their union is a strict subset of the copositive cone for any n ≥ 6. We investigate the graphs for which the bound of order r ≤ 1 is exact: we algorithmically reduce testing exactness of ϑ (0) to acritical graphs, we characterize the critical graphs with ϑ (0) exact, and we exhibit graphs for which exactness of ϑ (1) is not preserved under adding an isolated node. This disproves a conjecture posed by Gvozdenović and Laurent in 2007, which, if true, would have implied the above conjecture by de Klerk and Pasechnik.
Original language | English |
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Pages (from-to) | 1017-1043 |
Journal | Mathematics of Operations Research |
Volume | 48 |
Issue number | 2 |
DOIs | |
Publication status | Published - May 2023 |
Keywords
- Shor relaxation
- a-critical graph
- copositive matrix
- polynomial optimization
- semidefinite programming
- stable set problem
- sum-of-squares polynomial