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EVRPTW Benchmark Dataset with Heterogeneous Charging Stations and Two Time-Window Variants

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Zenodo2026-04-06 更新2026-05-26 收录
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This record provides an EVRPTW benchmark dataset built on the Homberger 1000-customer VRPTW instances (60 problems from six families: R1, R2, C1, C2, RC1, RC2). For each base instance, two variants are provided: (A) original customer time windows with charging stations appended in standard VRPTW text format, and (B) the same augmented network with distance-based relaxation of customer due dates, limited by the depot closing time. Charging stations are sampled within the customer coordinate bounds with a minimum separation between stations. A normalized local density score is used to define heterogeneous station attributes: charging rate is assigned deterministically from that score, while price and waiting time are given through station-specific log-normal parameters (price_mu, price_sigma, wait_mu, wait_sigma). The package includes augmented .txt instance files, matching *_stations.csv station tables, params.json (generation settings and random seed), ev_specs.json (reference battery capacity Q and consumption rate h), README.md, the original unmodified Homberger files, and a code/ folder with the scripts used to generate the benchmark and run the bundled checks and analyses. It also includes the complete sensitivity-analysis outputs used in the paper. All charging-station data, variant B relaxations, and author code were produced by the authors of this dataset. The original Homberger instances are included unchanged.

本数据集为基于Homberger提出的1000客户VRPTW(Vehicle Routing Problem with Time Windows,带时间窗车辆路径问题)实例构建的EVRPTW(Electric Vehicle Routing Problem with Time Windows,带时间窗电动车辆路径问题)基准数据集,涵盖6个类别共计60个问题(R1、R2、C1、C2、RC1、RC2)。针对每个基础实例,本数据集提供两种变体:(A)采用标准VRPTW文本格式,保留原始客户时间窗并追加充电站的实例;(B)基于同一扩展网络,以距离为基准松弛客户交货期,且松弛后的时间不超过仓库关闭时间的实例。充电站将在客户坐标范围内采样生成,且各充电站之间保持最小间距。采用归一化局部密度评分定义异构充电站的属性:充电速率由该评分确定性分配,而充电站的价格与等待时间则通过专属对数正态分布参数(price_mu、price_sigma、wait_mu、wait_sigma)生成。本数据包包含以下内容:扩展格式的.txt实例文件、与之配套的*_stations.csv充电站表、params.json(生成配置与随机种子)、ev_specs.json(参考电池容量Q与能耗率h)、README.md、原始未修改的Homberger源文件,以及包含基准数据集生成、配套检查与分析脚本的code/文件夹。此外还包含论文中所用的全部敏感性分析输出结果。本数据集的所有充电站数据、变体B的松弛规则与作者自研代码均由本数据集的作者完成编制。原始Homberger实例未做任何修改,直接保留。

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Zenodo
创建时间:
2026-01-22
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