Total carbon emissions minimization in connected and automated vehicle routing problem with speed variables
作者:
Highlights:
• A vehicle routing problem for low-carbon connected and automated vehicles is modeled.
• Carbon emissions and time-varying speeds in different grade roads are considered.
• To tackle the nonlinear of the model, the outer-approximate method is used.
• A hybrid particle swarm optimization method is proposed and validated.
• Some inspiring insights are obtained through numerical experiments.
摘要
•A vehicle routing problem for low-carbon connected and automated vehicles is modeled.•Carbon emissions and time-varying speeds in different grade roads are considered.•To tackle the nonlinear of the model, the outer-approximate method is used.•A hybrid particle swarm optimization method is proposed and validated.•Some inspiring insights are obtained through numerical experiments.
论文关键词:Carbon emission,Connected and automated vehicle,Vehicle routing problem,Speed variables,Particle swarm optimization
论文评审过程:Received 1 May 2020, Revised 14 August 2020, Accepted 19 August 2020, Available online 28 August 2020, Version of Record 12 September 2020.
论文官网地址:https://doi.org/10.1016/j.eswa.2020.113910