Justification of the selection of structures of inhomogeneous hierarchical systems by means of the device of genetic algorithms

A method of heuristic solution of a complex combinatorial optimization problem of large dimension with a stochastic objective function is proposed, which allows, by choosing rational parameters of the genetic algorithm and using the stochastic fitness function with a variable coefficient of variation, to achieve a satisfactory rate of its convergence with a large dimension of the problem. The results of a statistical study are presented, which showed the possibility of reducing the time spent on the search for rational options for constructing an ITT using the example of an onboard computer system of a spacecraft. This method is proposed to use to develop proposals for the justification of their technical appearance.