• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Author:

Xiang, Yue (Xiang, Yue.) | Guo, Jingjing (Guo, Jingjing.) | Mao, Zhengyan (Mao, Zhengyan.) | Jiang, Chao (Jiang, Chao.) | Liu, Mandan (Liu, Mandan.)

Indexed by:

Scopus SCIE

Abstract:

This study presents a bi-objective optimization model for the Green Vehicle-Routing Problem in cold chain logistics, with a focus on symmetric distance matrices, aiming to minimize total costs, including carbon emissions, while maximizing customer satisfaction. To address this complex challenge, we developed a Stage-Specific Multi-Objective Five-Element Cycle Optimization algorithm (MOFECO-SS), which dynamically adjusts optimization strategies across different stages of the process, thereby enhancing overall efficiency. Extensive comparative analyses with existing algorithms demonstrate that MOFECO-SS consistently outperforms in solving the multi-objective optimization model, particularly in reducing total costs and carbon emissions while maintaining high levels of customer satisfaction. The symmetric nature of the distance matrix further aids in achieving balanced and optimized route planning. The results highlight that MOFECO-SS offers decision-makers flexible route planning options that balance cost efficiency with environmental sustainability, ultimately improving the effectiveness of cold chain logistics operations.

Keyword:

exploration and exploitation vehicle routing problem multi-objective five-element cycle optimization cold chain logistics carbon emission customer satisfaction

Author Community:

  • [ 1 ] [Xiang, Yue]East China Univ Sci & Technol, Key Lab Smart Mfg Energy Chem Proc, Minist Educ, Shanghai 200237, Peoples R China
  • [ 2 ] [Liu, Mandan]East China Univ Sci & Technol, Key Lab Smart Mfg Energy Chem Proc, Minist Educ, Shanghai 200237, Peoples R China
  • [ 3 ] [Guo, Jingjing]Space Engn Univ, Dept Aerosp Sci & Technol, Beijing 101416, Peoples R China
  • [ 4 ] [Mao, Zhengyan]Shanghai Dev Ctr Comp Software Technol, Shanghai Key Lab Comp Software Testing & Evaluati, Shanghai 201112, Peoples R China
  • [ 5 ] [Jiang, Chao]Beijing Univ Technol, Beijing Artificial Intelligence Inst, Fac Informat Technol, Engn Res Ctr Digital Community,Beijing Key Lab Com, Beijing 100124, Peoples R China
  • [ 6 ] [Jiang, Chao]Beijing Univ Technol, Beijing Lab Intelligent Environm Protect, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Liu, Mandan]East China Univ Sci & Technol, Key Lab Smart Mfg Energy Chem Proc, Minist Educ, Shanghai 200237, Peoples R China;;

Show more details

Related Keywords:

Source :

SYMMETRY-BASEL

Year: 2024

Issue: 10

Volume: 16

2 . 7 0 0

JCR@2022

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

Affiliated Colleges:

Online/Total:800/10604636
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.