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Comparing validity of risk measures on newsvendor models in open innovation perspective

机译:开放创新视角下新闻供应商模型风险度量的有效性比较

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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 in newsvendor problems, we review various risk measures of risk-averse inventory models and existing articles in inventory management literature. Then we provide a logical reasoning and axiomatic framework to evaluate validity of each risk measure in newsvendor problems - consistency to the four axioms in coherent risk measures. In this framework, the underlying assumptions and managerial insights to the newsvendor problems are examined for each risk measure. Consequently, exponential utility function and coherent measures of risk are selected as two plausible risk measures to analyze multi-product risk-averse newsvendor models.
机译:在工业4.0时代,企业面临更大的不确定性。因此,选择质量风险度量来分析处于风险中的新闻供应商问题很重要。然后,对于此类规避风险的新闻供应商而言,开放式创新可能是一个很好的补救方法,因为开放式创新可以通过分享供应链中的收入来抵消风险规避带来的利润损失。为了在报贩问题中找到此类风险度量,我们回顾了规避风险的库存模型的各种风险度量以及库存管理文献中的现有文章。然后,我们提供了一个逻辑推理和公理框架来评估新闻供应商问题中每种风险度量的有效性-与一致性风险度量中的四个公理的一致性。在此框架中,针对每种风险度量,检查了对新闻供应商问题的基本假设和管理洞察力。因此,选择指数效用函数和连贯的风险度量作为两个合理的风险度量,以分析多产品规避风险的新闻卖主模型。

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