Model and Algorithm for Closed-loop Logistics System Considering Time-satisfaction Degree and Returns under E-commerce Environment

机译：电子商务环境下考虑时间满意度和收益的闭环物流系统模型与算法

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Facility location, inventory control and vehicle routes scheduling are critical and highly related problems in the design of logistics system for e-business.Meanwhile, the return ratio in Internet sales was significantly higher than in the traditional business.At the same time, the customer's time-satisfaction degree had become one of the important factors for competition.A multi-objective integrated optimization model of location-inventory-routing problem (LIRP) taking the cost of the returned merchandises and time-satisfaction degree into account is proposed for closed-loop logistics system.An improved adaptive genetic algorithm (IAGA) is designed to solve the model.Finally, the real instance is presented to show the effectiveness of the model and algorithm.

机译：设施的位置，库存控制和车辆路线安排是电子商务物流系统设计中的关键且高度相关的问题。与此同时，互联网销售的回报率显着高于传统业务。时间满意程度已成为竞争的重要因素之一。对于封闭式系统，提出了一种考虑退货商品成本和时间满意程度的多目标位置-库存-路由问题综合优化模型（LIRP）。循环物流系统。设计了一种改进的自适应遗传算法（IAGA）来求解该模型。最后，给出了实际实例以说明该模型和算法的有效性。

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来源
《Thirteenth Wuhan international conference on E-business》|2014年|616-624|共9页
会议地点 Wuhan(CN)
作者
Hao Guo; Yanhui Li; Bailing Liu;
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作者单位

School of Information Management, Central China Normal University, Wuhan 430079, China;

School of Information Management, Central China Normal University, Wuhan 430079, China;

School of Information Management, Central China Normal University, Wuhan 430079, China;

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会议组织
原文格式 PDF
正文语种 eng
中图分类建筑结构;
关键词
closed-loops; location-inventory-routing problem; time-satisfaction degree; improved adaptive genetic algorithm;

机译：闭环;位置库存路由问题;时间满足度;改进的自适应遗传算法;

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专利

1. A Two-Stage Algorithm for the Closed-Loop Location-Inventory Problem Model Considering Returns in E-Commerce [J] . YanhuiLi, MengmengLu, BailingLiu Mathematical Problems in Engineering: Theory, Methods and Applications . 2014,第6期

机译：考虑退货的闭环位置库存问题模型的两阶段算法
2. A Two-Stage Algorithm for the Closed-Loop Location-Inventory Problem Model Considering Returns in E-Commerce [J] . YanhuiLi, MengmengLu, BailingLiu Mathematical Problems in Engineering: Theory, Methods and Applications . 2014,第5期

机译：考虑退货的闭环位置库存问题模型的两阶段算法
3. Analysis of cross-border E-Commerce logistics model based on embedded system and genetic algorithm [J] . He Xijin, Meng Shuxia, Liang Juanjuan Microprocessors and microsystems . 2021,第Apra期

机译：基于嵌入式系统和遗传算法的跨境电子商务物流模型分析
4. Model and Algorithm for Closed-loop Logistics System Considering Time-satisfaction Degree and Returns under E-commerce Environment [C] . Hao Guo, Yanhui Li, Bailing Liu Wuhan international conference on E-business . 2014

机译：考虑封闭回路物流系统的模型与算法考虑电子商务环境的时间满意度和回报
5. Efficiency Improvement in Reverse Logistics and Examining the Relationships between Refund, Return Policy, Quality Policy and Pricing Strategy in E-Commerce Business [D] . Biswas, Chiranjib. 2018

机译：逆向物流效率提高，审查电子商务业务中退款，退货政策，质量政策和定价策略之间的关系
6. The Algorithm of a Game-Based System in the Relation between an Operator and a Technical Object in Management of E-Commerce Logistics Processes with the Use of Machine Learning [O] . Ryszard K. Miler, Andrzej Kuriata, Anna Brzozowska, 2021

机译：基于游戏的基于游戏系统的算法在运营商与电子商务物流流程管理中的技术对象与使用机器学习
7. Solving a Closed-Loop Location-Inventory-Routing Problem with Mixed Quality Defects Returns in E-Commerce by Hybrid Ant Colony Optimization Algorithm [O] . Shuai Deng, Yanhui Li, Hao Guo, 2016

机译：通过混合蚁群优化算法解决与混合质量缺陷的闭环位置库存路由问题返回电子商务

Model and Algorithm for Closed-loop Logistics System Considering Time-satisfaction Degree and Returns under E-commerce Environment

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