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One-to-many stable logistics matching in the fourth party logistics

机译:第四方物流中的一对多稳定物流匹配

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In this paper we propose an approach that can efficiently address one-to-many multi-attributes logistics matching problem in the fourth party logistics. During the whole matching process, the fourth party logistics as the mediator collects the value and finds the final solution. To deal with the proposed problem, we adopt bilateral negotiation approach to evaluate the degree of satisfaction and get the preference order of both sides. Then, according to the preference order obtained, stable matching is performed to find the stable solution. The stable matching model's objective is minimizing the overall preference under the stability constraint, and the CPLEX is used to solve the problem. Finally, a numerical experiment is performed to compare the performance in the stable matching and the traditional matching. The result demonstrates that compared with the traditional matching, the stable matching has a better performance in aspect of stability and overall fairness.
机译:在本文中,我们提出了一种可以有效解决第四方物流中多对多属性物流匹配问题的方法。在整个匹配过程中,作为协调员的第四方物流会收集价值并找到最终解决方案。为了解决这一问题,我们采用双边谈判的方式来评估满意度,并得出双方的优先顺序。然后,根据获得的偏好顺序,执行稳定匹配以找到稳定解。稳定匹配模型的目标是在稳定约束下使总体偏好最小化,并使用CPLEX来解决该问题。最后,进行了数值实验,比较了稳定匹配和传统匹配的性能。结果表明,与传统匹配相比,稳定匹配在稳定性和整体公平性方面都有较好的表现。

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