| 考虑匹配均衡性的供需双方多对多双边匹配决策方法 |
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| 引用本文： | 王娜,李引珍,柴获.考虑匹配均衡性的供需双方多对多双边匹配决策方法[J].西南交通大学学报,2022,57(2):425-433. |
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| 作者姓名： | 王娜 李引珍 柴获 |
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| 作者单位： | 1.兰州交通大学机电工程学院, 兰州7300702.兰州交通大学交通运输学院, 兰州730070 |
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| 基金项目： | 国家自然科学基金（71961015）； |
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| 摘 要： | 针对具有完全偏好序信息的物流服务供需多对多匹配问题,提出了一种同时考虑物流服务供需匹配主体整体满意度和个体满意度均衡性的双边匹配方法.首先,考虑双方个体的匹配均衡性,构建了物流服务供需多对多双边匹配两阶段优化模型;其次,设计了多目标遗传算法求解获得双边匹配的Pareto解集;最后,以某地区物流服务外包为例,在不考虑个体...
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| 关 键 词： | 多对多双边匹配 物流服务 匹配均衡 两阶段优化模型 完全偏好序 |
| 收稿时间： | 2020-08-26 |
Decision-Making Approach of Two-Sided Many-to-Many Matching of Supply and Demand for Logistics Service Based on Matching Balance |
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| WANG Na,LI Yinzhen,CHAI Huo.Decision-Making Approach of Two-Sided Many-to-Many Matching of Supply and Demand for Logistics Service Based on Matching Balance[J].Journal of Southwest Jiaotong University,2022,57(2):425-433. |
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| Authors: | WANG Na LI Yinzhen CHAI Huo |
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| Affiliation: | 1.School of Mechatronic Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China2.School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou 730070, China |
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| Abstract: | A two-sided matching method that considers the overall satisfaction and individual satisfaction of supply and demand sides is proposed to solve many-to-many matching problem in logistics service with complete preference ordinal information. Firstly, considering the matching balance of both sides, a two-stage optimization model of many-to-many supply-demand matching is constructed for logistics services. Then the Pareto solution set of the tow-sided matching is obtained by solving the model with the multi-objective genetic algorithm. Finally, the logistics service outsourcing in a certain region is used as an example, and in this case, without considering the individual satisfaction, the variance of individual satisfaction of the demander and the supplier is 0.57 and 0.22 respectively; when the threshold value of individual satisfaction is 0.22, a matching scheme that achieves the balance of individual satisfaction can be obtained. If the balance of overall satisfaction and individual satisfaction is taken into account, it is possible to ensure the overall optimization and better balance the matching satisfaction between the two sides of supply and demand in logistics services, and guide decision makers to obtain an optimal satisfactory match between supply and demand. |
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