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A review of applications of Analytic Hierarchy Process in operations management

机译:层次分析法在运营管理中的应用综述

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摘要

The purpose of this paper is to review the literature on the applications of the Analytic Hierarchy Process (AHP) in operations management and suggest possible gaps from the point of view of researchers and practitioners. This paper systematically categorises the published literature from 1990 to 2009 in 291 peer reviewed journals articles (searched via Emerald, Ingenta, MetaPress, ProQuest, and ScienceDirect) and then reviews and analyses them methodologically. Our analysis has revealed that a significant number of AHP applications are found when problems require considerations of both quantitative and qualitative factors (e.g., socioeconomic operations decisions). AHP has been largely applied to macro (complex and real) and people (managerial-subjective) oriented problems. The most addressed decision themes are product and process design and, managing the supply chain. A majority of AHP applications are application or case study oriented and only a few papers aimed at contributing to AHP modelling before applying to practical problems. Our review has found that significant research gap exists in the application of AHP in the areas of forecasting, layout of facilities and managing stocks. This paper presents a comprehensive listing of AHP applications in operations management and develops a framework for identifying the decision areas that have better research gaps to be studied by future researchers.
机译:本文的目的是回顾有关层次分析法(AHP)在运营管理中的应用的文献,并从研究人员和从业人员的角度提出可能存在的差距。本文将1990年至2009年的已发表文献系统分类为291篇同行评议的期刊文章(通过Emerald,Ingenta,MetaPress,ProQuest和ScienceDirect进行搜索),然后进行方法学评论和分析。我们的分析表明,当问题需要同时考虑定量和定性因素(例如,社会经济运营决策)时,就会发现大量AHP应用程序。 AHP已广泛应用于面向宏观(复杂和真实)和面向人(管理主观)的问题。最受关注的决策主题是产品和流程设计以及管理供应链。 AHP的大多数应用程序都是面向应用程序或案例研究的,只有少数几篇论文旨在在应用于实际问题之前为AHP建模做出贡献。我们的评论发现,在预测,设施布局和库存管理方面,AHP的应用存在重大研究空白。本文全面介绍了AHP在运营管理中的应用,并开发了一个框架,用于确定具有更好研究空白的决策领域,供未来的研究人员研究。

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