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Transit-Gym: A Simulation and Evaluation Engine for Analysis of Bus Transit Systems [article]

Ruixiao Sun, Rongze Gui, Himanshu Neema, Yuche Chen, Juliette Ugirumurera, Joseph Severino, Philip Pugliese, Aron Laszka, Abhishek Dubey
2021 arXiv   pre-print
This paper presents a dynamic simulation platform, called Transit-Gym, that can bridge this gap by providing the ability to simulate scenarios, focusing on variation of demand models, variations of route  ...  Public-transit systems face a number of operational challenges: (a) changing ridership patterns requiring optimization of fixed line services, (b) optimizing vehicle-to-trip assignments to reduce maintenance  ...  Our experiment results demonstrated the broader applicability of TRANSIT-GYM for realistic transit simulations and providing efficient decision-support for transportation planning.  ... 
arXiv:2107.00105v1 fatcat:shvfbcp6i5aurhvh5mmtsxh2u4