Y. Nesterov et Jp. Vial, Homogeneous analytic center cutting plane methods for convex problems and variational inequalities, SIAM J OPTI, 9(3), 1999, pp. 707-728
In this paper we consider a new analytic center cutting plane method in an
extended space. We prove the efficiency estimates for the general scheme an
d show that these results can be used in the analysis of a feasibility prob
lem, the variational inequality problem, and the problem of constrained min
imization. Our analysis is valid even for problems whose solution belongs t
o the boundary of the domain.