Green Vehicle Routing Problem: The Tradeoff between Travel Distance and Carbon Emissions

Cheng Yuan Wu, Thammarsat Visutarrom, Tsung Che Chiang

研究成果: 書貢獻/報告類型會議論文篇章

6 引文 斯高帕斯(Scopus)

摘要

Recently, the green vehicle routing problem (GVRP) starts to attract the attention of researchers due to the awareness of the environmental impact of transportation. The GRVP is an extension of the classical VRP by taking minimization of travel distance as well as carbon emissions as the objectives. In this paper, we solved the GVRP by a multiobjective evolutionary algorithm to find the set of Pareto optimal solutions. We found that the tradeoff between travel distance and carbon emissions is small with a load-distance emission model and a parameter setting in the literature. The tradeoff becomes significant only when the emissions of an empty vehicle and of a full-load vehicle differ a lot. Whether the GVRP should be treated as a multiobjective optimization problem (MOP) or not needs more investigation in the future.

原文英語
主出版物標題2018 15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018
發行者Institute of Electrical and Electronics Engineers Inc.
頁面1659-1664
頁數6
ISBN(電子)9781538695821
DOIs
出版狀態已發佈 - 2018 12月 18
事件15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018 - Singapore, 新加坡
持續時間: 2018 11月 182018 11月 21

出版系列

名字2018 15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018

其他

其他15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018
國家/地區新加坡
城市Singapore
期間2018/11/182018/11/21

ASJC Scopus subject areas

  • 人工智慧
  • 電腦視覺和模式識別
  • 控制和優化

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