中文版 | English
题名

A simulation-optimization system for recycling logistics network of recyclable express packaging

作者
通讯作者Lin,Yun
发表日期
2024-03-01
DOI
发表期刊
ISSN
0360-8352
卷号189
摘要

To promote the adoption of recyclable express packaging (REP), this paper focuses on providing a realistic simulation-optimization system for establishing an efficient, green, and economical REP recycling logistics network by integrating optimization methods and agent-based techniques. The planned solution encompasses decisions related to facility location, service planning, and vehicle routing. The designed hybrid heuristic algorithm aims to independently find optimal solutions for subproblems while considering the interactions among these subproblems, in which the improved global solutions can be uncovered through alternating multi-stage local searches. The numerical experiments highlight the significant importance of the interactions among multi-stage search strategies. A crucial trade-off between facility service quantity and vehicle service quantity within the logistics network is indispensable to explore improved global solutions. From the perspective of reducing operating costs, a larger service capacity range for recycling stations is preferable. However, this cost optimization without increasing the number of vehicles entails some time costs. Additionally, the results suggest that the optimal number of the opened recycling station is the value that enables the total covering percentage of demand points to be between 75 % and 82 %, which provides valuable decision guidance for recycling network planning.

关键词
相关链接[Scopus记录]
收录类别
EI ; SCI
语种
英语
学校署名
其他
ESI学科分类
COMPUTER SCIENCE
Scopus记录号
2-s2.0-85184519702
来源库
Scopus
引用统计
被引频次[WOS]:1
成果类型期刊论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/701364
专题理学院_统计与数据科学系
作者单位
1.School of Management Science and Real Estate,Chongqing University,Chongqing,China
2.Department of Statistics and Data Science,Southern University of Science and Technology,Shenzhen,China
3.Peng Cheng Laboratory,Shenzhen,Guangdong,China
4.Department of Management Engineering and Equipment Economics,Naval University of Engineering,Wuhan,China
5.Adam Smith Business School,University of Glasgow,Glasgow,United Kingdom
6.Chongqing Changan Minsheng APLL Logistics Co.,Ltd,Chongqing,China
推荐引用方式
GB/T 7714
Shi,Yuhe,Lin,Yun,Wang,Songyi,et al. A simulation-optimization system for recycling logistics network of recyclable express packaging[J]. Computers and Industrial Engineering,2024,189.
APA
Shi,Yuhe.,Lin,Yun.,Wang,Songyi.,Wen,Haolin.,Yang,Lili.,...&Li,Yan.(2024).A simulation-optimization system for recycling logistics network of recyclable express packaging.Computers and Industrial Engineering,189.
MLA
Shi,Yuhe,et al."A simulation-optimization system for recycling logistics network of recyclable express packaging".Computers and Industrial Engineering 189(2024).
条目包含的文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可 操作
A simulation-optimiz(4394KB)期刊论文作者接受稿限制开放CC BY-NC-SA
个性服务
原文链接
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
导出为Excel格式
导出为Csv格式
Altmetrics Score
谷歌学术
谷歌学术中相似的文章
[Shi,Yuhe]的文章
[Lin,Yun]的文章
[Wang,Songyi]的文章
百度学术
百度学术中相似的文章
[Shi,Yuhe]的文章
[Lin,Yun]的文章
[Wang,Songyi]的文章
必应学术
必应学术中相似的文章
[Shi,Yuhe]的文章
[Lin,Yun]的文章
[Wang,Songyi]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
[发表评论/异议/意见]
暂无评论

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。