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
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DOI | |
发表期刊 | |
ISSN | 0360-8352
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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 | |
语种 | 英语
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学校署名 | 其他
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ESI学科分类 | COMPUTER SCIENCE
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Scopus记录号 | 2-s2.0-85184519702
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来源库 | Scopus
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引用统计 |
被引频次[WOS]:1
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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.
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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.
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MLA |
Shi,Yuhe,et al."A simulation-optimization system for recycling logistics network of recyclable express packaging".Computers and Industrial Engineering 189(2024).
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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 |
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