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January 17, 2026Logistics0 citationsOpen Access

Determining the Optimal Order Quantity for Perishable Products Affected by Stochastic Transportation Delays

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BKBanthita KanchanasathitaAWAtchara WangpaAPApisit Pitakcheun

Key Points

  • This research aims to find the best order quantity for perishable products affected by unpredictable transportation delays to maximize profit.
  • Developed a single-period analytical expected profit expression
  • Incorporated factors like price reductions and lost sales due to delays
  • Conducted numerical experiments to analyze the impact of key parameters on order quantity and profit
  • Deterioration decreases expected profit, mainly through reduced selling prices
  • Higher disruption probabilities lead to lower optimal order quantities and profits
  • Longer selling durations enable larger orders with higher expected profits
  • A low initial selling price can cause negative expected profit, indicating poor order viability

Abstract

Background: Transportation delays pose significant challenges for perishable products by reducing freshness, shortening selling duration, and causing lost sales during the delay. Methods: Motivated by the growing importance of transportation delays on perishable products, this study develops a single-period analytical expected profit expression to determine the optimal order quantity that maximizes expected profit. The model incorporates deterioration-driven price reductions, lost sales opportunities occurring during the delay, and the shortened selling duration resulting from delayed delivery, without imposing a specific probability distribution on the transportation delay duration. Results: Numerical experiments illustrate how key parameters influence the optimal order quantity and the corresponding expected profit. Deterioration reduces expected profit by primarily reducing the selling price. In addition, a higher disruption probability reduces both the optimal order quantity and the expected profit, while longer selling durations result in larger order quantities and yield higher expected profits. A low initial selling price can result in negative expected profit, indicating cases where placing the order is inappropriate. Conclusions: The findings offer managerial implications for determining optimal order quantities that maximize profit under transportation delays for perishable products.

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Cite This Study

Kanchanasathita et al. (2026) studied this question.

synapsesocial.com/papers/696b2655d2a12237a93499eahttps://doi.org/10.3390/logistics10010022
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