Managing supply risk for high-tech products under stockout-based substitution1

Author:

Wang Ya-na1,Zhou Guo-hua2

Affiliation:

1. School of Transportation and Logistics, Southwest Jiaotong University of China, Chengdu, China

2. School of Economics and Management, Southwest Jiaotong University of China, Chengdu, China

Abstract

 The aim of this paper is to investigate pricing and production decisions of a monopoly firm that operates a co-product technology with two grades. A novel mathematical model that embeds a utility-maximizing customer choice model is developed to solve this problem. The closed-form expressions for the optimal solutions are derived and the results suggest that the distribution of customer valuations, yield rate and demand uncertainties have a vital influence on the firm’s optimal prices and profits. We then extend our study by allowing stockout-based substitution where a customer may be willing to purchase a substitute if his most preferred product is not available but the substitute provides him with non-negative utility. The results indicate that disregarding stockout-based substitution (i) results in severe supply-demand mismatches for the product line in two directions; (ii) leads to higher or lower profit margins for both products; (iii) may not cause profit loss when the prices of both products are exogenous; however, this result does not hold when the prices are endogenous.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference49 articles.

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4. Random yield and random demand in a production system with downward substitution;Hsu;Operations Research,1999

5. Multi-product inventory planning with downward substitution, stochastic demand and setup costs;Rao;IIE Transactions,2004

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