TY - JOUR
T1 - Exactness of Parrilo's conic approximations for copositive matrices >> and associated low order bounds for the stability number of a graph
AU - Laurent, Monique
AU - Vargas, Luis
PY - 2023/5
Y1 - 2023/5
N2 - De Klerk and Pasechnik (2002) introduced the bounds ϑ(r)(G) (r∈N) for the stability number α(G) of a graph G and conjectured exactness at order α(G)−1: ϑ(α(G)−1)(G)=α(G). These bounds rely on the conic approximations K(r)n by Parrilo (2000) for the copositive cone COPn. A difficulty in the convergence analysis of ϑ(r) is the bad behaviour of the cones K(r)n under adding a zero row/column: when applied to a matrix not in K(0)n this gives a matrix not in any K(r)n+1, thereby showing strict inclusion ⋃r≥0K(r)n⊂COPn for n≥6. We investigate the graphs with ϑ(r)(G)=α(G) for r=0,1: we algorithmically reduce testing exactness of ϑ(0) to acritical graphs, we characterize 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 by Gvozdenović and Laurent (2007) which, if true, would have implied the above conjecture by de Klerk and Pasechnik.
AB - De Klerk and Pasechnik (2002) introduced the bounds ϑ(r)(G) (r∈N) for the stability number α(G) of a graph G and conjectured exactness at order α(G)−1: ϑ(α(G)−1)(G)=α(G). These bounds rely on the conic approximations K(r)n by Parrilo (2000) for the copositive cone COPn. A difficulty in the convergence analysis of ϑ(r) is the bad behaviour of the cones K(r)n under adding a zero row/column: when applied to a matrix not in K(0)n this gives a matrix not in any K(r)n+1, thereby showing strict inclusion ⋃r≥0K(r)n⊂COPn for n≥6. We investigate the graphs with ϑ(r)(G)=α(G) for r=0,1: we algorithmically reduce testing exactness of ϑ(0) to acritical graphs, we characterize 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 by Gvozdenović and Laurent (2007) which, if true, would have implied the above conjecture by de Klerk and Pasechnik.
U2 - 10.1287/moor.2022.1290
DO - 10.1287/moor.2022.1290
M3 - Article
SN - 0364-765X
VL - 48
SP - 1017
EP - 1043
JO - Mathematics of Operations Research
JF - Mathematics of Operations Research
IS - 2
ER -