An Overview of Multi-Criteria Decision Analysis and the Applications of AHP and TOPSIS Methods

S. Chaube, Sangeeta Pant, Anuj Kumar, Shaurya Uniyal, M. K. Singh, K. Kotecha, Akshay Kumar
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Abstract

The integration of multiple technical, economic, environmental, and social criteria establishes Multi-Criteria Decision Analysis (MCDA) as a dependable decision-making tool in the context of interdisciplinary research. This study employs a literature-based methodology to illustrate how MCDA, particularly utilizing the Analytical Hierarchy Process (AHP) and TOPSIS models, has been utilized to tackle intricate decision-making issues. It also highlights the noteworthy discoveries derived from real-world applications, drawing upon previous research and case studies. This study explores the methodologies employed in the commonly utilized AHP and TOPSIS approaches, highlighting their broad applicability across various industries from 2000 to 2023. Additionally, a comprehensive examination of the applications of MCDA has been organized into five distinct sectors, namely supply chain, healthcare, business, resource management, and engineering & manufacturing.
多标准决策分析概述以及 AHP 和 TOPSIS 方法的应用
多标准决策分析(MCDA)融合了多种技术、经济、环境和社会标准,是跨学科研究中一种可靠的决策工具。本研究采用基于文献的方法,说明 MCDA,特别是利用层次分析法(AHP)和 TOPSIS 模型,是如何被用来解决复杂的决策问题的。本研究还借鉴了以往的研究和案例研究,强调了从实际应用中得出的值得注意的发现。本研究探讨了常用的 AHP 和 TOPSIS 方法所采用的方法论,强调了它们在 2000 年至 2023 年期间在各行各业的广泛适用性。此外,本研究还按供应链、医疗保健、商业、资源管理以及工程与制造等五个不同领域对 MCDA 的应用进行了全面考察。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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