A hybrid route planning approach for logistics with pickup and delivery

作者:

Highlights:

• Real logistics problem including constraints and requirements is addressed.

• Hybrid approach ILSP is proposed for planning the high-quality logistic solution.

• Quickly finding initial solutions by partition, routing and insertion strategies.

• Iteratively improving the solution quality by ACO-based strategies.

• The performance of ILSP is evaluated based on real logistics data.

摘要

•Real logistics problem including constraints and requirements is addressed.•Hybrid approach ILSP is proposed for planning the high-quality logistic solution.•Quickly finding initial solutions by partition, routing and insertion strategies.•Iteratively improving the solution quality by ACO-based strategies.•The performance of ILSP is evaluated based on real logistics data.

论文关键词:Hybrid approach,Logistics planning,Smart city,Expert system

论文评审过程:Received 8 January 2018, Revised 29 September 2018, Accepted 15 October 2018, Available online 16 October 2018, Version of Record 22 October 2018.

论文官网地址:https://doi.org/10.1016/j.eswa.2018.10.031