The risk-averse newsvendor problem with random capacity
نویسندگان
چکیده
This paper examines a single-period inventory problem with random capacity and demand, where the loss-averse preference is adopted to describe the newsvendor’s decision-making behavior. When the loss-averse newsvendor orders, the supplier has some random replenishment capacity. He will choose an order quantity to maximize his expected utility. The newsvendor’s optimal ordering policy is obtained, then the impacts of loss aversion, price, salvage value and cost on the optimal order quantity are analysed. Our research shows that the loss-averse newsvendor’s optimal order quantity is always less than the risk-neutral newsvendor’s. Moreover, the newsvendor’s optimal order quantity and expected utility are decreasing in the loss aversion level and purchasing cost, while increasing in selling price and salvage value. The numerical experiments are conducted to demonstrate our theoretical results.
منابع مشابه
Risk premiums and certainty equivalents of loss-averse newsvendors of bounded utility
Loss-averse behavior makes the newsvendors avoid the losses more than seeking the probable gains as the losses have more psychological impact on the newsvendor than the gains. In economics and decision theory, the classical newsvendor models treat losses and gains equally likely, by disregarding the expected utility when the newsvendor is loss-averse. Moreover, the use of unbounded utility to m...
متن کاملData-Driven Risk-Averse Two-Stage Stochastic Program with ζ-Structure Probability Metrics
The traditional two-stage stochastic programming approach assumes the distribution of the random parameter in a problem is known. In most practices, however, the distribution is actually unknown. Instead, only a series of historic data are available. In this paper, we develop a data-driven stochastic optimization framework to provide a risk-averse decision making under uncertainty. In our appro...
متن کاملA Note on Mean-variance Analysis of the Newsvendor Model with Stockout Cost
We apply the mean-variance approach to analyze the risk-averse newsvendor problem with stockout cost. We first derive an explicit form and some new properties of the variance of the profit function. Then, under the assumption that demand follows the power distribution, and its special case the uniform distribution, we obtain the set of optimal ordering quantities. We also give a counterexample ...
متن کاملA risk-averse newsvendor with law invariant coherent measures of risk
For general law invariant coherent measures of risk, we derive an equivalent representation of a risk-averse newsvendor problem as a mean–risk model. We prove that the higher the weight of the risk functional, the smaller the order quantity. Our theoretical results are confirmed by sample-based optimization.
متن کاملRisk Mitigation in Newsvendor Networks: Resource Diversification, Flexibility, Sharing, and Hedging
T paper studies how judicious resource allocation in networks mitigates risk. Theory is presented for general utility functions and mean-variance formulations and is illustrated with networks featuring resource diversification, flexibility (e.g., inventory substitution), and sharing (commonality). In contrast to single-resource settings, risk-averse newsvendors may invest more in networks than ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- European Journal of Operational Research
دوره 231 شماره
صفحات -
تاریخ انتشار 2013