C. Kanzow, GLOBAL CONVERGENCE PROPERTIES OF SOME ITERATIVE METHODS FOR LINEAR COMPLEMENTARITY-PROBLEMS, SIAM journal on optimization, 6(2), 1996, pp. 326-341
The subject of this work is a class of iterative methods for solving t
he linear complementarity problem (LCP). These methods are based on a
reformulation of the LCP consisting of a (usually) differentiable syst
em of nonlinear equations, to which Neu ton's method is applied. Thus,
the algorithms are locally Q-quadratically convergent. Furthermore, g
lobal convergence results for these methods are proved for LCPs associ
ated with R(0)-, nondegenerate, and P-matrices. Finally, some promisin
g numerical results are reported for both constructed and randomly gen
erated problems.