Selecting green third party logistics providers for a loss-averse fourth party logistics provider in a multiattribute reverse auction

被引:35
|
作者
Qian, Xiaohu [1 ]
Fang, Shu-Cherng [2 ]
Yin, Mingqiang [3 ]
Huang, Min [3 ]
Li, Xin [1 ]
机构
[1] Shenzhen Univ, Res Inst Business Analyt & Supply Chain Managemen, Coll Management, Shenzhen 518060, Peoples R China
[2] North Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USA
[3] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Coll Informat Sci & Engn, Shenyang 110819, Liaoning, Peoples R China
关键词
Green winner determination; Multiattribute decision making; Prospect theory; Choquet integral; Intuitionistic 2-tuple linguistic terms; SUSTAINABLE SUPPLIER SELECTION; DECISION-MAKING; WINNER DETERMINATION; BEST-WORST; FUZZY; MODEL; REPRESENTATION; INFORMATION; FRAMEWORK; BUYERS;
D O I
10.1016/j.ins.2020.09.011
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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 inter nal 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. (c) 2020 Published by Elsevier Inc.
引用
收藏
页码:357 / 377
页数:21
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