
Simulation Results of Distributed Fair Assignment and Rebalancing in Mobility‑On‑Demand
25 Aug 2025
Simulations on Manhattan maps show distributed auctions with weight correction and rebalancing improve fairness without reducing utility or service rate.

Fair Auctions, Automata Routing, and Rebalancing for Distributed Mobility‑On‑Demand Assignment
25 Aug 2025
The solution integrates fair auctions, automata‑based route planning, and rebalancing, ensuring fairer request assignment without degrading efficiency.

Distributed Request Assignment with Max‑Min and Deviation Fairness in On‑Demand Mobility
25 Aug 2025
This section formulates fair request assignment in Mobility‑On‑Demand via distributed auctions and rebalancing, using max‑min and deviation fairness.

Fair and Distributed Vehicle‑Request Assignment Using Auctions and Rebalancing in Mobility‑On‑Demand
25 Aug 2025
This paper proposes distributed auctions and rebalancing for fair Mobility‑On‑Demand request assignment, improving driver utility without harming service.