@misc{El_Mouatasim_Abdelkrim_Random, author={El Mouatasim, Abdelkrim and Ellaia, Rachid and Souza de Cursi, Eduardo}, howpublished={online}, publisher={Zielona Góra: Uniwersytet Zielonogórski}, language={eng}, abstract={We present a random perturbation of the projected variable metric method for solving linearly constrained nonsmooth (i.e., nondifferentiable) nonconvex optimization problems, and we establish the convergence to a global minimum for a locally Lipschitz continuous objective function which may be nondifferentiable on a countable set of points. Numerical results show the effectiveness of the proposed approach.}, type={artykuł}, title={Random perturbation of the projected variable metric method for nonsmooth nonconvex optimization problems with linear constraints}, keywords={global optimization, linear constraints, variable metric method, stochastic perturbation, nonsmooth optimization}, }