On the impact of coordinated fleets size on traffic efficiency

Tommaso Toso, Francesca Parise, Paolo Frasca, Alain Y. Kibangou
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Abstract

We investigate a traffic assignment problem on a transportation network, considering both the demands of individual drivers and of a large fleet controlled by a central operator (minimizing the fleet's average travel time). We formulate this problem as a two-player convex game and we study how the size of the coordinated fleet, measured in terms of share of the total demand, influences the Price of Anarchy (PoA). We show that, for two-terminal networks, there are cases in which the fleet must reach a minimum share before actually affecting the PoA, which otherwise remains unchanged. Moreover, for parallel networks, we prove that the PoA is monotonically non-increasing in the fleet share.
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协调车队规模对交通效率的影响
我们研究了交通网络上的交通分配问题,既考虑了单个驾驶员的需求,也考虑了由中央运营商控制的大型车队的需求(最大限度地减少车队的平均旅行时间)。我们把这个问题表述为一个双人凸博弈,并研究了协调车队的规模(以占总需求的份额来衡量)如何影响无政府价格(PoA)。我们发现,对于双终端网络,在某些情况下,船队必须达到最小份额才能对 PoA 产生实际影响,否则 PoA 将保持不变。此外,对于平行网络,我们证明 PoA 随车队份额的增加而单调递增。
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