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The paper describes the main aspects of global optimization on the base of the evolutionary optimization algorithms. The possibilities of MATLAB Global Optimization Toolbox have been discussed. It is shown, that the corresponding program codes can be used for solving optimization problems, for study of the evolutionary algorithms, for their modification and hybridization.doi:10.1051/shsconf/20162902009 fatcat:hyd3b6qptzakbguque44aklvwe