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Vendor selection in a supply chain using analytic hierarchy process and genetic algorithm methods

机译:使用层次分析法和遗传算法的供应链供应商选择

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摘要

The performance of the vendor is a key element in a company's success or failure. In order to attain the goals of low cost, consistent high quality, flexibility and quick response, companies have increasingly considered better vendor selection approaches. The overall goal of selection is to identify high-potential vendors and their quota allocations. An effective and appropriate vendor selection method is therefore very crucial to the competitiveness of companies. This paper presents a logical procedure for solving the vendor selection problem in a supply chain environment with multiple objectives. The procedure is based on a combined Analytic Hierarchy Process (AHP) and a Genetic Algorithm (GA) method. The proposed procedure has the capability to handle realistic situations and provides a decision-making tool for the vendor selection decision in a supply chain. An example is included to illustrate the approach.
机译:供应商的绩效是公司成败的关键因素。为了实现低成本,一致的高质量,灵活性和快速响应的目标,公司越来越多地考虑了更好的供应商选择方法。选择的总体目标是确定高潜力的供应商及其配额分配。因此,有效和适当的供应商选择方法对于公司的竞争力至关重要。本文提出了一种在具有多个目标的供应链环境中解决供应商选择问题的逻辑程序。该过程基于组合层次分析过程(AHP)和遗传算法(GA)方法。所提出的程序具有处理实际情况的能力,并为供应链中的供应商选择决策提供了决策工具。包含一个示例来说明该方法。

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