Analytics and Machine Learning in Vehicle Routing Research

no code implementations • 19 Feb 2021 • Ruibin Bai, Xinan Chen, Zhi-Long Chen, Tianxiang Cui, Shuhui Gong, Wentao He, Xiaoping Jiang, Huan Jin, Jiahuan Jin, Graham Kendall, Jiawei Li, Zheng Lu, Jianfeng Ren, Paul Weng, Ning Xue, Huayan Zhang

The Vehicle Routing Problem (VRP) is one of the most intensively studied combinatorial optimisation problems for which numerous models and algorithms have been proposed.

BIG-bench Machine Learning

Fuzzy C-means-based scenario bundling for stochastic service network design

no code implementations • 16 Nov 2020 • Xiaoping Jiang, Ruibin Bai, Dario Landa-Silva, Uwe Aickelin

Stochastic service network designs with uncertain demand represented by a set of scenarios can be modelled as a large-scale two-stage stochastic mixed-integer program (SMIP).