Robustness and disturbances in public transport

L Ge, S Voß, L Xie - Public transport, 2022 - Springer
Network-based systems are at the core of our everyday life. Whether it is electronic
networking, electricity grids or transportation, users expect the networks to function properly …

A review on railway delay management

E König - Public Transport, 2020 - Springer
Passengers traveling by train may need to change trains on their route. If the focal train of a
passenger is late, the passenger might miss his connection and has to decide how to …

Estimating the robustness of public transport schedules using machine learning

M Müller-Hannemann, R Rückert, A Schiewe… - … Research Part C …, 2022 - Elsevier
The planning of attractive and cost efficient public transport schedules, ie, timetables and
corresponding vehicle schedules is a highly complex optimization process involving many …

Quantum annealing in the NISQ era: railway conflict management

K Domino, M Koniorczyk, K Krawiec, K Jałowiecki… - Entropy, 2023 - mdpi.com
We are in the noisy intermediate-scale quantum (NISQ) devices' era, in which quantum
hardware has become available for application in real-world problems. However …

Revisiting state augmentation methods for reinforcement learning with stochastic delays

S Nath, M Baranwal, H Khadilkar - Proceedings of the 30th ACM …, 2021 - dl.acm.org
Several real-world scenarios, such as remote control and sensing, are comprised of action
and observation delays. The presence of delays degrades the performance of reinforcement …

Quantum computing approach to railway dispatching and conflict management optimization on single-track railway lines

K Domino, M Koniorczyk, K Krawiec… - arXiv preprint arXiv …, 2020 - arxiv.org
In this work, we consider a practical railway dispatching problem: delay and conflict
management on a single-track railway line. We examine the issue of train dispatching …

Recoverable Robust Periodic Timetabling

V Grafe, A Schöbel - 23rd Symposium on Algorithmic …, 2023 - drops.dagstuhl.de
We apply the concept of recoverable robustness to periodic timetabling, resulting in the
Recoverable Robust Periodic Timetabling Problem (RRPT), which integrates periodic …

[PDF][PDF] Robustness as a third dimension for evaluating public transport plans

M Friedrich, M Müller-Hannemann… - 18th Workshop on …, 2018 - drops.dagstuhl.de
Providing attractive and efficient public transport services is of crucial importance due to
higher demands for mobility and the need to reduce air pollution and to save energy. The …

[PDF][PDF] Towards Improved Robustness of Public Transport by a Machine-Learned Oracle

M Müller-Hannemann, R Rückert… - 21st symposium on …, 2021 - drops.dagstuhl.de
The design and optimization of public transport systems is a highly complex and challenging
process. Here, we focus on the trade-off between two criteria which shall make the transport …

Delay Management with Integrated Decisions on the Vehicle Circulations

V Grafe, A Schiewe, A Schöbel - 22nd Symposium on …, 2022 - drops.dagstuhl.de
The task of delay management in public transport is to decide whether a vehicle should wait
for a delayed vehicle in order to maintain the connection for transferring passengers. So far …