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Algorithm-Use in the Field of Lean Management Principles: State of the Art and Need for Research

机译:精益管理原则领域的算法 - 用途:最先进的研究

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Automated approaches that harness digitalization’s capabilities could provide a solution for companies struggling with the still complicated process of becoming leaner. This literature review analyzes algorithm-like methods developed to introduce lean management methods in companies, to assess or optimize their performance or to modify them for this specific environment, thus providing a comprehensive overview of the current state of research in this field. Our analysis reveals that these algorithms fail to take full advantage of the capabilities of digitalization. We identify need for research, especially in the measurement of performance improvements achieved with the algorithms, the level of automation in the algorithms, and the adherence to lean principles in the algorithm-like methods.
机译:利用数字化的能力的自动化方法可以为公司努力的公司提供仍然复杂的过程的解决方案。 该文献综述分析了用于在公司中引入精益管理方法的算法样方法,以评估或优化其性能或修改这些特定环境,从而综合概述了该领域的当前研究状态。 我们的分析表明,这些算法未能充分利用数字化的功能。 我们确定了对研究的需求,特别是在测量随着算法中实现的性能改进,算法中的自动化水平以及算法的依赖性原理的依从性。

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