MCTS Based Approach for Solving Real-time Railway Rescheduling Problem

Solving a real-time Railway Traffic Management Problem (rtRTMP) is challenging task for human operators. To solve the traffic situation, many factors need to be considered. Traditionally, most critical factor availability of possible routes and relative position vehicles each other. Besides, additional constraints can found, such as velocity, length, railway company regulations. The decision-making process essential in case any disturbance (deviation from pre-planned timetable). operator may this but generally, solution not optimal. In paper, authors present new method, where they consider an MCTS based algorithm situation fast way given station. performance examined two abstraction levels. main purpose execute experimental study examine efficiency algorithms situations.