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English(EN) Latency-Aware Bid Acceptance under Operational Feasibility: A Public Benchmark with Hindsight Ceilings

新的基准FreightBidBench解决了整车货运出价接受的挑战

研究人员推出了FreightBidBench,这是一个新的公开基准,旨在评估在线整车货运出价接受策略。该基准通过纳入运营可行性、重新定位成本和机会成本等现实因素,解决了动态车队运营中可复现数据稀缺的问题。该研究还提出了新颖的滞后上限和代理滚动级联策略,该策略以显著降低的决策延迟实现了近乎最优的利润。 AI

影响 该基准通过提供标准化的评估平台,有望加速对更高效、更有利可图的物流运营的研究。

排序理由 该集群包含一篇描述新基准和方法的学术论文。

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

新的基准FreightBidBench解决了整车货运出价接受的挑战

报道来源 [2]

  1. arXiv cs.AI TIER_1 English(EN) · Aswin Chandrasekaran ·

    Latency-Aware Bid Acceptance under Operational Feasibility: A Public Benchmark with Hindsight Ceilings

    arXiv:2607.07343v1 Announce Type: cross Abstract: Online truckload bid acceptance is a closed-loop stochastic decision problem in which a carrier or broker must, in real time, accept or reject a tendered load subject to operational feasibility, fleet repositioning costs, and oppo…

  2. arXiv cs.AI TIER_1 English(EN) · Aswin Chandrasekaran ·

    Latency-Aware Bid Acceptance under Operational Feasibility: A Public Benchmark with Hindsight Ceilings

    Online truckload bid acceptance is a closed-loop stochastic decision problem in which a carrier or broker must, in real time, accept or reject a tendered load subject to operational feasibility, fleet repositioning costs, and opportunity cost against future demand. Public, reprod…