Coherent risk measures in inventory problems
نویسندگان
چکیده
We analyze an extension of the classical multi-period, single-item, linear cost inventory problem where the objective function is a coherent risk measure. Properties of coherent risk measures allow us to offer a unifying treatment of risk averse and min–max type formulations. For the single period newsvendor problem, we show that the structure of the optimal solution of the risk averse model is similar to that of the classical expected value problem. For a finite horizon dynamic inventory model, we show that, again, the optimal policy has a similar structure as that of the expected value problem. This result carries over even to the case when there is a fixed ordering cost. We also analyze monotonicity properties of the optimal order quantity with respect to the degree of risk aversion for certain risk measures. 2006 Published by Elsevier B.V.
منابع مشابه
Comparing validity of risk measures on newsvendor models in open innovation perspective
In the era of Industry 4.0, firms are facing with greater uncertainty. Accordingly, it is important to select quality risk measures to analyze newsvendor problems under risk. Then, open innovation can be a good remedial option for such risk-averse newsvendors because open innovation can offset the profit losses from risk aversion by sharing revenues in supply chains. To find such risk measures ...
متن کاملInventory and Price Control under Time-consistent Coherent and Markov Risk Measure–Unabridged Version
We use the recently proposed concept of time-consistent coherent and Markov risk measure on the study of a risk-averse firm’s inventory and price control activities. In our shock-driven setting which is different from the state-driven setting where the measure is first introduced, we show the suitability of dynamic programming formulations. On this basis, we examine pure inventory and joint inv...
متن کاملMinimax and risk averse multistage stochastic programming
In this paper we study relations between the minimax, risk averse and nested formulations of multistage stochastic programming problems. In particular, we discuss conditions for time consistency of such formulations of stochastic problems. We also describe a connection between law invariant coherent risk measures and the corresponding sets of probability measures in their dual representation. F...
متن کاملInventory and Price Control under Time-consistent Coherent and Markov Risk Measure
We use time-consistent coherent and Markov risk measure to study a risk-averse firm’s inventory and price control activities. Our dynamic programming model leads to optimal policy structures that are reminiscent of their risk-neutral counterparts. However, with risk aversion there emerge new patterns. First, monotone properties are derivable for the pricing policy when the convex risk set assoc...
متن کاملMonotone trends in inventory-price control under time-consistent coherent risk measure
We use the concept of time-consistent coherent risk measure to study a risk-averse firm’s inventory and price control activities. The model calls for worst-case analysis over a convex set of demand-distribution scenarios in every period. Structural characterization for an optimal inventory policy reminiscent of the risk-neutral counterpart is easy to achieve. More interestingly, mild monotone p...
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 182 شماره
صفحات -
تاریخ انتشار 2007