A method (600) for generating schedules for railroad vehicles travelling within a railroad network using a genetic algorithm (GA) (100), through operation of at least one processor (82), includes providing an initial population (200) of initial schedules (220), each schedule (220) having first information of a railroad track network and second information of railroad vehicles travelling in the railroad track network for a specific time instance, selecting multiple schedules of the initial schedules (220), and generating a final population (480) of final schedules (420) utilizing crossover operation (400) between selected initial schedules (220), wherein the second information of the railroad vehicles travelling in the railroad track network are exchanged between the selected initial schedules (220).
Method and system for train route optimization
2021-03-16
Patent
Elektronische Ressource
Englisch
SYSTEM AND METHOD FOR TRAIN ROUTE OPTIMIZATION INCLUDING MACHINE LEARNING SYSTEM
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