A comparative study to find the optimal ordering quantity of the risk-neutral and risk-averse newsvendor
Yugoslav journal of operations research, Tome 33 (2023) no. 3, p. 323
Cet article a éte moissonné depuis la source eLibrary of Mathematical Institute of the Serbian Academy of Sciences and Arts
In the classical newsvendor problem, it is considered that the newsvendor is risk-neutral and the Optimal Ordering Quantity (OOQ) was found which maximizes the newsvendor expected profit. In the real world, different investors have different attitudes towards risk. Accordingly, this paper considers the utility function which is commonly being used to model the attitude of the investor who makes the investment decision to maximize his expected utility instead of expected profit. This study considers the quadratic utility function and demonstrates that it can be used to describe the risk-averse as well as a risk-neutral investor with some conditions. Finally, by considering the risk profile of the investor at different levels of investor initial wealth, we have developed a method to determine the OOQ which maximizes the expected utility. From the numerical examples, it is clear that the OOQ and hence the expected utility varies depending on an investor's attitude toward the risk and investment decision. At different levels of initial wealth, the attitudes toward the risk of the investors are different and the sensitivity analysis demonstrates how an investor can choose the initial wealth and OOQ to maximize his expected utility.
Classification :
90B05
Keywords: Optimal ordering quantity, risk-neutral, risk-averse, expected utility, initial, wealth, salvage value
Keywords: Optimal ordering quantity, risk-neutral, risk-averse, expected utility, initial, wealth, salvage value
@article{YJOR_2023_33_3_a0,
author = {Varun Mohan and Mahadev Ota and Pervaiz Iqbal},
title = {A comparative study to find the optimal ordering quantity of the risk-neutral and risk-averse newsvendor},
journal = {Yugoslav journal of operations research},
pages = {323 },
year = {2023},
volume = {33},
number = {3},
language = {en},
url = {http://geodesic.mathdoc.fr/item/YJOR_2023_33_3_a0/}
}
TY - JOUR AU - Varun Mohan AU - Mahadev Ota AU - Pervaiz Iqbal TI - A comparative study to find the optimal ordering quantity of the risk-neutral and risk-averse newsvendor JO - Yugoslav journal of operations research PY - 2023 SP - 323 VL - 33 IS - 3 UR - http://geodesic.mathdoc.fr/item/YJOR_2023_33_3_a0/ LA - en ID - YJOR_2023_33_3_a0 ER -
%0 Journal Article %A Varun Mohan %A Mahadev Ota %A Pervaiz Iqbal %T A comparative study to find the optimal ordering quantity of the risk-neutral and risk-averse newsvendor %J Yugoslav journal of operations research %D 2023 %P 323 %V 33 %N 3 %U http://geodesic.mathdoc.fr/item/YJOR_2023_33_3_a0/ %G en %F YJOR_2023_33_3_a0
Varun Mohan; Mahadev Ota; Pervaiz Iqbal. A comparative study to find the optimal ordering quantity of the risk-neutral and risk-averse newsvendor. Yugoslav journal of operations research, Tome 33 (2023) no. 3, p. 323 . http://geodesic.mathdoc.fr/item/YJOR_2023_33_3_a0/