A Lagrange-type penalty function method is proposed for a class of variational inequalities. The penalty function may have both positive and negative values. Each penalized subproblem is required to be solved only approximately. A condition under which a Lagrangian penalty function is exact, and an estimate for the penalty coefficient are given.
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