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Integration of DEMATEL, ANP and DEA methods for third party logistics providers’ selection

机译:整合DEMATEL,ANP和DEA方法以供第三方物流提供商选择

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摘要

In a competitive environment many companies usually outsource their logistics functions to the Third Party Logistics (TPL) providers to focus on their core businesses. However, the selection of proper TPL provider is not an easy task because of conflicting quantitative and qualitative criteria. This study presents an integrated model based on three well-known methods Decision Making Trial and Evaluation Laboratory (DEMATEL), Analytical Network Process (ANP) and Data Envelopment Analysis (DEA) for the evaluation and selection of TPL providers. DEMATEL computes the effects between selection criteria while ANP derives the weights of each criterion related with TPL providers’ selection problem. Finally DEA presents a mathematical model for ranking TPL providers alternatives with respect to various criteria. The application of integrated model is demonstrated with a case study. The novelty of this study comes from the fact that there is no research in the literature integrating DEMATEL, ANP and DEA for the TPL selection problems.
机译:在竞争激烈的环境中,许多公司通常将其物流职能外包给第三方物流(TPL)提供商,以专注于其核心业务。但是,由于数量和质量标准相互矛盾,选择合适的第三方物流提供商并不容易。这项研究提出了一种基于模型的综合模型,用于评估和选择第三方物流提供商的决策试验和评估实验室(DEMATEL),分析网络过程(ANP)和数据包络分析(DEA)。 DEMATEL计算选择标准之间的影响,而ANP得出与TPL提供商选择问题相关的每个标准的权重。最后,DEA提出了一个数学模型,用于根据各种标准对TPL提供者的替代方案进行排名。通过案例研究证明了集成模型的应用。这项研究的新颖性来自以下事实:在文献中,没有针对DEA选择问题整合DEMATEL,ANP和DEA的研究。

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