A parallel algorithm for constrained optimization problems

Starting from the idea introduced by Hestenes (1969) and Pardalos et al. (1993) in this paper we describe an asynchronous parallel algorithm for solving constrained optimization problems by means of augmented Lagrange multiplier methods. Under suitable assumptions, we discuss convergence of this algorithm. Finally we show the numerical results of this algorithm.