Mechanism design for Mobility-as-a-Service platform considering travelers' strategic behavior and multidimensional requirements
Abstract
An auction-based mechanism design framework to solve matching for MaaS platform. The proposed online mechanisms ensure desired economic properties. The competitive ratios of online algorithms are theoretically proved. Dynamic learning algorithm improves the ratio of social welfare by about 10%.
- Publication:
-
Transportation Research Part B: Methodological
- Pub Date:
- July 2023
- DOI:
- 10.1016/j.trb.2023.04.004
- Bibcode:
- 2023TRPB..173....1D
- Keywords:
-
- Mobility-as-a-Service (MaaS);
- Mechanism design;
- Auction;
- Resource allocation;
- Online algorithm