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Selecting green third party logistics providers for a loss-averse fourth party logistics provider in a multiattribute reverse auction
Information Sciences Pub Date : 2020-09-16 , DOI: 10.1016/j.ins.2020.09.011
Xiaohu Qian , Shu-Cherng Fang , Mingqiang Yin , Min Huang , Xin Li

Existing winner determination models tend to overlook the sustainable attributes of third party logistics (3PL) providers. This paper investigates a novel green winner determination problem that has several features, including (i) the sustainable attributes with conflicting and interactive properties of potential 3PLs, and (ii) the loss-averse behavior with an internal reference point of a fourth party logistics (4PL) provider. For the attributes with a combination of crisp data, interval numbers and intuitionistic 2-tuple linguistic terms, we integrate the prospect theory (PT) and Choquet integral with the “benefits, opportunities, costs and risks (BOCR)” framework to propose a novel PTC-BOCR solution method. Numerical experiments are conducted to illustrate the effectiveness and applicability of PTC-BOCR by comparing it with some known methods. Comparison analysis indicates that PTC-BOCR is robust with respect to the variance of 3PLs’ attribute values, while behavioral parameter analysis reveals that the loss-averse behavior of the 4PL is intensified as the difference of 3PLs varies. Managerial insights are also drawn for green 3PLs to win the auction. This study is a significant extension of traditional decision-making methods, which could benefit the realization of a sustainable logistics system in a cost-effective way for 4PLs.



中文翻译:

在多属性反向拍卖中选择绿色的第三方物流提供商作为规避损失的第四方物流提供商

现有的获胜者确定模型倾向于忽略第三方物流(3PL)提供者的可持续属性。本文研究了一个新颖的绿色获胜者确定问题,该问题具有几个特征,包括(i)具有潜在3PL冲突和交互属性的可持续属性,以及(ii)具有第四方物流的内部参考点的规避损失行为( 4PL)提供商。对于结合了清晰数据,区间数和直觉两元组语言术语的属性,我们将前景理论(PT)和Choquet积分与“收益,机会,成本和风险(BOCR)”框架相结合,以提出一种新颖的方法PTC-BOCR解决方法。通过与一些已知方法进行比较,进行了数值实验,以说明PTC-BOCR的有效性和适用性。比较分析表明,PTC-BOCR在3PL属性值的方差方面具有较强的鲁棒性,而行为参数分析则表明,随着3PL差异的发生,4PL的厌恶行为会加剧。还为绿色3PL赢得了拍卖的管理见解。这项研究是对传统决策方法的重要扩展,它可以以经济高效的方式为4PL提供有益的可持续物流系统。

更新日期:2020-10-30
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