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One of the problems to be solved in the management of rail traffic is the problem of attaching the traction resources to the trains. In this paper, we will examine in detail two algorithms that are used for performing this task — stochastic algorithm and genetic algorithm. The second problem is schedule optimization problem. This paper presents auction method for solving this problem.