A co-evolution coral reefs optimization approach for multi-objective vehicle routing problem with time windows

Chang Sheng Lin, Ming Chao Chiang, Chu Sing Yang

研究成果: Conference contribution

摘要

The vehicle routing problem is a critical research issue in logistics because the strategies used may strongly impact its performance. A good strategy would allow the management to make a good decision to enhance the performance of logistics. In practice, we have to consider two or more factors in solving the vehicle routing problem at the same time. An effective hybrid search algorithm for the vehicle routing problem with time windows is presented in this study, which takes into account at the same time the number of vehicles and the total distance for vehicles based on a novel metaheuristic algorithm named coral reefs optimization algorithm with substrate layers (CRO-SL). The experimental results show that the proposed algorithm outperforms all the other state-of-the-art algorithms compared in this paper.

原文English
主出版物標題2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019
發行者Institute of Electrical and Electronics Engineers Inc.
頁面2001-2006
頁數6
ISBN(電子)9781728145693
DOIs
出版狀態Published - 2019 十月
事件2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019 - Bari, Italy
持續時間: 2019 十月 62019 十月 9

出版系列

名字Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
2019-October
ISSN(列印)1062-922X

Conference

Conference2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019
國家Italy
城市Bari
期間19-10-0619-10-09

    指紋

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Human-Computer Interaction

引用此

Lin, C. S., Chiang, M. C., & Yang, C. S. (2019). A co-evolution coral reefs optimization approach for multi-objective vehicle routing problem with time windows. 於 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019 (頁 2001-2006). [8914020] (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; 卷 2019-October). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SMC.2019.8914020