Risk shaping in production planning problem with pricing under random yield

被引：22

作者：

Eskandarzadeh, Saman ^{[1
]}

Eshghi, Kourosh ^{[1
]}

Bahramgiri, Mohsen ^{[2
]}

机构：

[1] Sharif Univ Technol, IE Dept, Tehran, Iran

[2] Sharif Univ Technol, Grad Sch Management & Econ, Tehran, Iran

来源：

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH | 2016年 / 253卷 / 01期

关键词：

Risk management; Coherent risk measures; Conditional value at risk; Random yield; Risk shaping; VALUE-AT-RISK; AVERSE NEWSVENDOR; COHERENT MEASURES; UNCERTAINTY; CHOICE;

D O I：

10.1016/j.ejor.2016.02.032

中图分类号：

C93 [管理学];

学科分类号：

12 ; 1201 ; 1202 ; 120202 ;

摘要：

In this paper, we address a basic production planning problem with price dependent demand and stochastic yield of production. We use price and target quantity as decision variables to control the risk of low production yield. The value of risk control becomes more important especially for products with short life cycle where high losses are unbearable in the short run. In this cases, optimization of a solely scalar function of profit is not sufficient to control the risk. We apply Conditional Value at Risk (CVaR) measure to model the risk preferences of the producer. The producer is interested in shaping the risk by bounding from below the means of alpha-tail distributions of profit for different values of alpha. The resulting model is nonconvex. We propose an efficient solution algorithm and present a sufficient optimality condition. (C) 2016 Elsevier B.V. All rights reserved.

引用

页码：108 / 120

页数：13

共 44 条

[41] OPTIMAL DECISIONS WHEN BALANCING EXPECTED PROFIT AND CONDITIONAL VALUE-AT-RISK IN NEWSVENDOR MODELS [J].