AN INFEASIBLE PATH-FOLLOWING METHOD FOR MONOTONE COMPLEMENTARITY-PROBLEMS

Authors
Citation
P. Tseng, AN INFEASIBLE PATH-FOLLOWING METHOD FOR MONOTONE COMPLEMENTARITY-PROBLEMS, SIAM journal on optimization, 7(2), 1997, pp. 386-402
Citations number
29
Categorie Soggetti
Mathematics,Mathematics
ISSN journal
10526234
Volume
7
Issue
2
Year of publication
1997
Pages
386 - 402
Database
ISI
SICI code
1052-6234(1997)7:2<386:AIPMFM>2.0.ZU;2-T
Abstract
We propose an infeasible path-following method for solving the monoton e complementarity problem. This method maintains positivity of the ite rates and uses two Newton steps per iteration-one with a centering ter m for global convergence and one without the centering term for local superlinear convergence. We show that every cluster point of the itera tes is a solution, and if the underlying function is affine or is suff iciently smooth and a uniform nondegenerate function on R-++(n), then the convergence is globally Q-linear. Moreover, if every solution is s trongly nondegenerate, the method has local quadratic convergence. The iterates are guaranteed to be bounded when either a Slater-type feasi ble solution exists or when the underlying function is an R-0-Function .