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On the risk-averse procurement strategy under unreliable supply

机译:供应不可靠下的规避风险采购策略

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摘要

This study investigates an effective procurement/inventory strategy for a risk-averse retailer facing unreliable supply and stochastic demand. By using an increasing and concave utility function to describe risk aversion, we construct a basic newsvendor (single-period) model and its multi-period extension. Both models are found to have unique solutions, as the optimized expected utility is strictly concave in initial inventory level. As a result, there is a unique optimal order quantity for the effective control of supply risk. For the single-period model, the optimal order quantity is derived in its analytical form. We then show by numerical analysis that the value of the optimized expected utility is a function of the initial inventory level when the retailer is risk-averse, becomes less sensitive to initial inventory level when the degree of risk aversion decreases, and is insensitive for the risk-neutral case. This finding suggests that in our setting the inventory holding matters only when the retailer is risk-averse. For the multi-period model, we propose a solution procedure using backward induction since a direct extension of the single-period solution is impossible. We also conduct a sensitivity analysis of demand and supply with the aim of giving some managerial suggestions for demand risk control and supplier selection.
机译:这项研究为面对不可靠的供应和随机需求的规避风险的零售商调查了有效的采购/库存策略。通过使用递增和凹入效用函数来描述风险规避,我们构建了一个基本的新闻供应商(单周期)模型及其多周期扩展。这两种模型都具有独特的解决方案,因为优化的预期效用在初始库存水平上是严格凹入的。因此,有一个独特的最佳订单数量可有效控制供应风险。对于单周期模型,最优订单量以其分析形式导出。然后,我们通过数值分析表明,当零售商规避风险时,最佳预期效用的值是初始库存水平的函数;当规避风险的程度降低时,对初始库存水平的敏感性降低;而对于零售商而言,则不敏感。风险中性的情况。这一发现表明,在我们的设置中,仅当零售商规避风险时,库存持有才重要。对于多周期模型,由于单周期解的直接扩展是不可能的,因此我们提出了使用反向归纳的求解过程。我们还对需求和供应进行敏感性分析,旨在为需求风险控制和供应商选择提供一些管理建议。

著录项

  • 来源
    《Computers & Industrial Engineering》 |2015年第6期|113-121|共9页
  • 作者单位

    Department of Industrial Engineering, School of Management, Xi'an Jiaotong University, 28 Xianning West Road, Xi'an, Shaanxi, PR China;

    Department of Industrial Engineering, School of Management, Xi'an Jiaotong University, 28 Xianning West Road, Xi'an, Shaanxi, PR China;

    Department of Industrial and Manufacturing Systems Engineering, The University of Hong Kong, 8/F Haking Wong Building, Pokfulam Road, Hong Kong;

    Department of Industrial and Manufacturing Systems Engineering, The University of Hong Kong, 8/F Haking Wong Building, Pokfulam Road, Hong Kong;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Supply risk; Inventory strategy; Expected utility; Stochastic demand;

    机译:供应风险;库存策略;预期效用;随机需求;

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