We employ the volume
algorithm as a subgradient deflection strategy in a
variable target value method for solving nondifferentiable
optimization problems. Focusing on Lagrangian duals for LPs, we exhibit primal nonconvergence of the original method, establish
convergence of the proposed algorithm in the dual space, and present related
computational results.