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Railroad traction equipment (locomotives) matching to freight trains in absence-of-fixed-schedule situation is automated within Eastern Operational Domain (EOD) of Russian Railways. Graph (network flow) optimization methods are used to find globally optimal matching in time-space domain. Solution is being found in real time for real life data flow size