Hd. Qi, On minimizing and stationary sequences of a new class of merit functions for nonlinear complementarity problems, J OPTIM TH, 102(2), 1999, pp. 411-431
Motivated by the work of Fukushima and Pang (Ref. 1), we study the equivale
nt relationship between minimizing and stationary sequences of a new class
of merit functions for nonlinear complementarity problems (NCP). These meri
t functions generalize that obtained via the squared Fischer-Burmeister NCP
function, which was used in Ref. 1. We show that a stationary sequence {x(
k)}subset of R-n is a minimizing sequence under the condition that the func
tion value sequence {F(X-k)} is bounded above or the Jacobian matrix sequen
ce {F'(x(k))} is bounded, where F is the function involved in NCP. The latt
er condition is also assumed by Fukushima and Pang. The converse is true un
der the assumption of {F'(x(k))} bounded. As an example shows, even for a b
ounded function F, the boundedness of the sequence {F'(x(k))} is necessary
for a minimizing sequence to be a stationary sequence.