A SUPERLINEAR INFEASIBLE-INTERIOR-POINT AFFINE SCALING ALGORITHM FOR LCP

Citation
Rdc. Monteiro et Sj. Wright, A SUPERLINEAR INFEASIBLE-INTERIOR-POINT AFFINE SCALING ALGORITHM FOR LCP, SIAM journal on optimization, 6(1), 1996, pp. 1-18
Citations number
11
Categorie Soggetti
Mathematics,Mathematics
ISSN journal
10526234
Volume
6
Issue
1
Year of publication
1996
Pages
1 - 18
Database
ISI
SICI code
1052-6234(1996)6:1<1:ASIASA>2.0.ZU;2-Q
Abstract
We present an infeasible-interior-point algorithm for monotone linear complementarity problems in which the search directions are affine sca ling directions and the step lengths are obtained from simple formulae that ensure both global and superlinear convergence. By choosing the value of a parameter in appropriate ways, polynomial complexity and co nvergence with Q-order up to (but not including) two can be achieved. The only assumption made to obtain the superlinear convergence is the existence of a solution satisfying strict complementarity.