自由浮动共享汽车系统中汽车动态迁移的有效方案

D. Kypriadis, C. Konstantopoulos, G. Pantziou, D. Gavalas
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引用次数: 0

摘要

本文提出了一种自由浮动共享汽车系统动态迁移的新方案。首先,提出了一种启发式的方法来设计在严格的时间限制下,在系统中实现更好的供需平衡的汽车搬迁方案。由于该算法是启发式的,因此速度很快,进一步有助于在动态场景中保持快速响应。此外,针对系统中由于用户同时使用而导致的车辆分布变化,提出了对原搬迁方案的动态修正。因此,即使对未来用户迁移的预测不准确,搬迁计划仍然有效。
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An Efficient Scheme for Dynamic Car Relocation in Free-Floating Car-Sharing Systems
In this paper, a new scheme for dynamic relocation in free floating car sharing systems is proposed. First, a heuristic approach is presented for designing a car relocation plan which achieves a better balance between supply and demand in such a system within strict time limits. As being heuristic, the algorithm is fast, further aiding in maintaining fast responsiveness in dynamic scenarios. Furthermore, an on-fly-correction of the original relocation plan is also presented for dealing with changes in car distribution happening in the system due to its concurrent use by the users. Thus, the relocation plan is still effective even in the case that the predictions of future user movements are not accurate.
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