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Generalised framework for multi-criteria method selection: Rule set database and exemplary decision support system implementation blueprints

机译:多准则方法选择的通用框架:规则集数据库和示例性决策支持系统实施蓝图

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摘要

This data article describes the analysis of 56 MCDA (Multi-Criteria Decision Analysis) methods in regards to 9 decision-making problem characteristics structured into 3 levels. The impact of uncertainty in decision-making problem description on MCDA method selection is studied. 450,000 possible descriptions of a decision problem were studied, resulting in sets of rules which can serve as input to uncertainty-aware MCDA method selection decision support systems. Comprehensive analyses of the obtained rule sets are provided. An exemplary decision support system based on the presented data was created and is available at . Moreover the technical documentation needed to create and expand such system is provided in this data article. The data and system can be easily extended and the authors invite all researchers to contribute.
机译:本数据文章介绍了针对9个决策问题特征(分为3个级别)的56种MCDA(多标准决策分析)方法的分析。研究了决策问题描述中的不确定性对MCDA方法选择的影响。研究了关于决策问题的450,000种可能的描述,得出了可作为不确定性感知MCDA方法选择决策支持系统输入的规则集。提供了对获得的规则集的综合分析。创建了一个基于所提供数据的示例性决策支持系统,该系统可在处获得。此外,此数据文章中还提供了创建和扩展此类系统所需的技术文档。数据和系统可以轻松扩展,作者邀请所有研究人员做出贡献。

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