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Dynamic optimisation for highly agile supply chains in e-procurement context

机译:电子采购环境下的高度敏捷供应链的动态优化

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摘要

In the conditions of an increased worldwide competition, supply chains are struggling to respond to an increasingly volatile and complex environment. With technological advances, current practices to build efficient supply chains have changed. Companies are seeking to use internet in order to cope with the flexible and dynamic nature of logistics networks. The purpose of this article is to address the flexible dynamic e-procurement context under asynchronous and repetitive variations over time. The supply chain considered is composed of two levels (buyer-suppliers) operating in highly agile environment. The questions facing the buyer is how many units of product should be purchased and from which supplier in response to variation in term of price and capacity. Because of this highly changing environment characterised by frequent changes in a short time, most of the classical optimisation approaches seem inadequate to address these problems. Recently, dynamic optimisation has been proposed to deal with such problems. However, we have no knowledge of its application in a supply chain context. We suggest a dynamic genetic approach which is applied to an e-procurement context in aim to optimise the procurement process during time.
机译:在全球竞争日益加剧的情况下,供应链正努力应对不断变化的复杂环境。随着技术的进步,建立高效供应链的当前做法已经改变。公司正在寻求使用互联网来应对物流网络的灵活性和动态性。本文的目的是解决随时间变化的异步和重复变化下的灵活动态电子采购环境。所考虑的供应链由在高度敏捷的环境中运行的两个层次(买方-供应商)组成。买方面临的问题是,应根据价格和容量的变化购买多少个产品单位以及从哪个供应商那里购买产品。由于这种快速变化的环境在短时间内经常发生变化,因此大多数经典的优化方法似乎不足以解决这些问题。最近,已经提出了动态优化来解决这样的问题。但是,我们不知道它在供应链环境中的应用。我们建议将动态遗传方法应用于电子采购环境,以期优化采购过程。

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