We propose a new kind of inexact scheme for a family of generalized proximal point methods for the monotone complementarity problem. These methods, studied by Auslender, Teboulle, and Ben-Tiba, converge under the sole assumption of existence of solutions. We prove convergence of our new scheme and discuss its implementability.
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Burachik et al. (2001) studied this question.
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