10,000 optimal CVRP solutions for testing machine learning based heuristics
Anonymous
2021-11-24AAAI Workshop ML4OR-22 2022 22D Object DetectionBIG-bench Machine Learning3D Point Cloud Reinforcement Learning
Abstract
We introduce a benchmark of 10,000 instances with heterogeneous characteristics for the capacitated vehicle routing problem. We also provide optimal solutions for almost all of them along with a generator to produce additional training and validation data. This benchmark aims to permit a more systematic comparison of machine learning based search algorithms on this important problem. We also emit recommendations regarding the correct use of this dataset.
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