TY - JOUR
T1 - Construction of One-Way Car Sharing System Considering Coalition Rationality based on Mechanism Design
AU - Sasaki, Shun
AU - Yamamoto, Eri
AU - Namerikawa, Toru
N1 - Publisher Copyright:
IEEE
PY - 2022
Y1 - 2022
N2 - This paper proposes a control algorithm for one-way car sharing. The problem with one-way car sharing is that the origin and the destination parking lots, tend to be biased because user traffic demands, and the cost of relocating the vehicle to increase the operating rate is high. To solve this problem, we propose providing incentives to users in the form of discounts and also changing the parking lots and departure times to prevent bias in the number of vehicles in the parking lots. In this study, based on the Vickrey-Clarke-Groves (VCG) mechanism design, an incentive design was created to satisfy desirable properties, such as strategy-proofness, individual rationality, and coalition rationality. In the proposed one-way car sharing system, the system manager decides the proposal based on the information reported by the users. Therefore, satisfying these properties not only guarantees not only that the users will benefit from agreeing to the proposal, but also that even in case of a false declaration or shill bidding, the discount will not be unreasonably profitable. Finally, the increase in demand acceptance by applying the proposed method was confirmed by numerical simulation.
AB - This paper proposes a control algorithm for one-way car sharing. The problem with one-way car sharing is that the origin and the destination parking lots, tend to be biased because user traffic demands, and the cost of relocating the vehicle to increase the operating rate is high. To solve this problem, we propose providing incentives to users in the form of discounts and also changing the parking lots and departure times to prevent bias in the number of vehicles in the parking lots. In this study, based on the Vickrey-Clarke-Groves (VCG) mechanism design, an incentive design was created to satisfy desirable properties, such as strategy-proofness, individual rationality, and coalition rationality. In the proposed one-way car sharing system, the system manager decides the proposal based on the information reported by the users. Therefore, satisfying these properties not only guarantees not only that the users will benefit from agreeing to the proposal, but also that even in case of a false declaration or shill bidding, the discount will not be unreasonably profitable. Finally, the increase in demand acceptance by applying the proposed method was confirmed by numerical simulation.
KW - Automata
KW - Automobiles
KW - Costs
KW - Discrete-event systems
KW - Network systems
KW - One-way car sharing
KW - Optimization
KW - Proposals
KW - incentive
KW - mechanism design
UR - http://www.scopus.com/inward/record.url?scp=85124083389&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85124083389&partnerID=8YFLogxK
U2 - 10.1109/TCNS.2022.3146255
DO - 10.1109/TCNS.2022.3146255
M3 - Article
AN - SCOPUS:85124083389
JO - IEEE Transactions on Control of Network Systems
JF - IEEE Transactions on Control of Network Systems
SN - 2325-5870
ER -