A smoothing Newton method for extended vertical linear complementarity problems

Authors
Citation
Hd. Qi et Lz. Liao, A smoothing Newton method for extended vertical linear complementarity problems, SIAM J MATR, 21(1), 1999, pp. 45-66
Citations number
30
Categorie Soggetti
Mathematics
Journal title
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS
ISSN journal
08954798 → ACNP
Volume
21
Issue
1
Year of publication
1999
Pages
45 - 66
Database
ISI
SICI code
0895-4798(19991027)21:1<45:ASNMFE>2.0.ZU;2-6
Abstract
In this paper, we reformulate the extended vertical linear complementarity problem (EVLCP(m, q)) as a nonsmooth equation H(t, x) = 0, where H : Rn+1 - -> Rn+1, t is an element of R is a parameter variable, and x is an element of R is the original variable. H is continuously differentiable except at s uch points (t, x) with t = 0. Furthermore H is strongly semismooth. The ref ormulation of EVLCP(m; q) as a nonsmooth equation is based on the so-called aggregation (smoothing) function. As a result, a Newton-type method is pro posed which generates a sequence {w(k) = (t(k), x(k))} with all t(k) > 0. W e prove that every accumulation point of this sequence is a solution of EVL CP(M,q) under the assumption of row W-0-property. If row W-property holds a t the solution point, then the convergence rate is quadratic. Promising num erical results are also presented.