INTERDEPENDENT DEMAND IN THE TWO-PERIOD NEWSVENDOR PROBLEM

被引:34
|
作者
Lotfi, Reza [1 ]
Weber, Gerhard-Wilhelm [2 ,3 ]
Sajadifar, S. Mehdi [4 ]
Mardani, Nooshin [5 ]
机构
[1] Yazd Univ, Dept Ind Engn, Yazd, Iran
[2] Poznan Univ Tech, Fac Engn Management, Poznan, Poland
[3] METU, IAM, Ankara, Turkey
[4] Univ Sci & Culture, Dept Ind Engn, Tehran, Iran
[5] Islamic Azad Univ, Coll Agr, Takestan Branch, Dept Environm, Takestan, Iran
关键词
Newsvendor problem; expected profit; unsatisfied demand; interdependent demand; optimization; uncertainty; FREE NEWSBOY PROBLEM; QUANTITY DISCOUNTS; POLICY;
D O I
10.3934/jimo.2018143
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The newsvendor problem is a classical task in inventory management. The present paper considers a two-period newsvendor problem where demand of different periods is interdependent (not independent), and seeks to follow this approach to develop a two-period newsvendor problem with unsatisfied demand or unsold quantity. Concerning the complexity of solution of multiple integrals, the problem is assessed for only two periods. In the course of a numerical solution, the probability distribution function of demand pertaining to each period is assumed to be given (in the form of a bivariate normal distribution). The optimal solution is presented in the form of the initial inventory level that maximizes the expected profit. Finally, all model parameters are subjected to a sensitivity analysis. This model can be used in a number of applications, such as procurement of raw materials in projects (e.g., construction, bridge-building and molding) where demand of different periods is interdependent. Proposed model takes into account interdependent demand oughts to provide a better solution than a model based on independent demand.
引用
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页码:117 / 140
页数:24
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