Two-echelon collaborative multi-depot multi-period vehicle routing problem

作者:

Highlights:

• Study collaborative mechanisms in a 2E-CMDPVRP with resource sharing.

• Establish a multi-objective optimization model for the 2E-CMDPVRP.

• Design a hybrid heuristic algorithm that combines 3D k-means and IR-NSGA-III.

• Explore synchronization and coalition sequences in the 2E-CMDPLN.

• Conduct a practical study to show the applicability of proposed approach.

摘要

•Study collaborative mechanisms in a 2E-CMDPVRP with resource sharing.•Establish a multi-objective optimization model for the 2E-CMDPVRP.•Design a hybrid heuristic algorithm that combines 3D k-means and IR-NSGA-III.•Explore synchronization and coalition sequences in the 2E-CMDPLN.•Conduct a practical study to show the applicability of proposed approach.

论文关键词:Multi-depot multi-period vehicle routing problem,Resource sharing,K-means clustering,Degree of synchronization,Collaborative mechanism

论文评审过程:Received 24 August 2020, Revised 16 October 2020, Accepted 30 October 2020, Available online 10 November 2020, Version of Record 10 February 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.114201