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Olvi L. Mangasarian, Mikhail V. Solodov. A Linearly Convergent Derivative-Free Descent Method for Strongly Monotone Complementarity Problems. Comp. Opt. and Appl., 14(1):5-16, 1999. [doi]
Abstract is missing.