Fuzzy optimization model for electric vehicle routing problem with time windows and recharging stations

作者:

Highlights:

• Investigated a novel electric VRP considering uncertain environment.

• Proposed a fuzzy optimization model with fuzzy simulation to the presented problem.

• Integrated ALNS algorithm and VND algorithm to solve the presented model.

• Performed experiments to verify the effectiveness of the proposed algorithm.

摘要

•Investigated a novel electric VRP considering uncertain environment.•Proposed a fuzzy optimization model with fuzzy simulation to the presented problem.•Integrated ALNS algorithm and VND algorithm to solve the presented model.•Performed experiments to verify the effectiveness of the proposed algorithm.

论文关键词:Vehicle routing problem,Credibility theory,Electric vehicle,Fuzzy simulation,Adaptive large neighborhood search

论文评审过程:Received 25 July 2019, Revised 13 November 2019, Accepted 7 December 2019, Available online 9 December 2019, Version of Record 23 December 2019.

论文官网地址:https://doi.org/10.1016/j.eswa.2019.113123