RMCDA: The comprehensive R library for applying Multi-Criteria Decision Analysis methods

IF 1.3 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Annice Najafi, Shokoufeh Mirzaei
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引用次数: 0

Abstract

Multi-Criteria Decision Making (MCDM) is a branch of operations research used in a variety of domains from health care to engineering to facilitate decision-making among multiple options based on specific criteria. Several R packages have been developed for the application of traditional MCDM approaches. However, as the discipline has advanced, many new approaches have emerged, necessitating the development of innovative and comprehensive tools to enhance the accessibility of these methodologies. Here, we introduce RMCDA, a comprehensive and universal R package that offers access to a variety of established MCDM approaches (e.g., AHP, TOPSIS, PROMETHEE, and VIKOR), along with newer techniques such as Stratified MCDM (SMCDM) and the Stratified Best–Worst Method (SBWM). Our open source software intends to broaden the practical use of these methods through supplementary visualization tools and straightforward installation.
RMCDA:用于应用多标准决策分析方法的综合R库
多准则决策(MCDM)是运筹学的一个分支,用于从医疗保健到工程等各个领域,以促进基于特定标准的多个选项之间的决策。为了应用传统的MCDM方法,已经开发了几个R包。然而,随着学科的发展,出现了许多新的方法,需要开发创新和全面的工具来提高这些方法的可及性。在这里,我们介绍RMCDA,一个全面和通用的R软件包,提供访问各种已建立的MCDM方法(例如,AHP, TOPSIS, PROMETHEE和VIKOR),以及新技术,如分层MCDM (SMCDM)和分层最佳最差方法(SBWM)。我们的开源软件打算通过补充可视化工具和简单的安装来扩展这些方法的实际应用。
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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来源期刊
Software Impacts
Software Impacts Software
CiteScore
2.70
自引率
9.50%
发文量
0
审稿时长
16 days
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