论文标题

动态拾取和交付问题基准的简介-ICAPS 2021竞赛

Introduction to The Dynamic Pickup and Delivery Problem Benchmark -- ICAPS 2021 Competition

论文作者

Hao, Jianye, Lu, Jiawen, Li, Xijun, Tong, Xialiang, Xiang, Xiang, Yuan, Mingxuan, Zhuo, Hankz Hankui

论文摘要

动态拾取和交付问题(DPDP)是物流领域中的重要问题。到目前为止,对此问题的研究主要集中在使用未反映现实问题复杂性的人造数据上。在此草案中,我们想从实际业务场景以及支持动态评估的模拟器中介绍一个新的基准。基准和模拟器已发布并成功支持了152个团队参加的ICAP 2021 Dynamic Pickup和交付问题竞赛。

The Dynamic Pickup and Delivery Problem (DPDP) is an essential problem within the logistics domain. So far, research on this problem has mainly focused on using artificial data which fails to reflect the complexity of real-world problems. In this draft, we would like to introduce a new benchmark from real business scenarios as well as a simulator supporting the dynamic evaluation. The benchmark and simulator have been published and successfully supported the ICAPS 2021 Dynamic Pickup and Delivery Problem competition participated by 152 teams.

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