The paper is devoted to the analysis of techniques and algorithms of controlling computational process of solution to complex optimization problems with the use of multiprocessor and/ or multicore computer systems. We have developed automatic and dialog systems of control of an optimization process. The paper contains the protocols and results of computer-based experiments for the class of unconstrained optimization problems on the basis of the developed software package.