The newsvendor model with non-zero reference point based on cumulative prospect theory

被引:10
|
作者
Li, Shou-Rong [1 ]
Zhang, Ren-Qian [1 ]
Fang, Wei-Guo [1 ]
机构
[1] Beihang Univ, Sch Econ & Management, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
Newsvendor; Prospect theory; Cumulative prospect theory; PROBABILITY WEIGHTING FUNCTION; LOSS-AVERSE NEWSVENDOR; RISK-AVERSE; DECISION; BEHAVIOR; UTILITY; DEMAND; UNCERTAINTY;
D O I
10.1016/j.cie.2017.08.039
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper formulates the newsvendor model with a non-zero reference point based on cumulative prospect theory (CPT-based newsvendor model), evaluating the prospect by a piecewise-linear value function (Model PL). We prove the concavity of the objective function, and therefore, the model is solved by the first-order optimality condition. As a comparison, we further present the newsvendor model based on a piecewise-exponential value function (Model PE), where the utility curvatures are considered. The results show that for a low-profit item, only Model PE can explain the "pull to center" effect that was found by Schweitzer and Cachon (2000), if the reference point is high enough. However, for a high-profit item, both models successfully predict the newsvendor's behavior if the newsvendor conceives a non-zero reference point. Thus, prospect theory (PT) should not be excluded as a potential explanation for the "pull to center" effect of the newsvendor's decision. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:195 / 205
页数:11
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