Exactness of Parrilo's conic approximations for copositive matrices >> and associated low order bounds for the stability number of a graph

Monique Laurent, Luis Vargas

Research output: Contribution to journalArticleScientificpeer-review

2 Citations (Scopus)

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 languageEnglish
Pages (from-to)1017-1043
JournalMathematics of Operations Research
Volume48
Issue number2
DOIs
Publication statusPublished - May 2023

Keywords

  • Shor relaxation
  • a-critical graph
  • copositive matrix
  • polynomial optimization
  • semidefinite programming
  • stable set problem
  • sum-of-squares polynomial

Fingerprint

Dive into the research topics of 'Exactness of Parrilo's conic approximations for copositive matrices >> and associated low order bounds for the stability number of a graph'. Together they form a unique fingerprint.

Cite this