TOPSIS中笔记本电脑的MCDM选择:AHP和熵相结合的标准加权

I. Petrov
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引用次数: 2

摘要

本文提出了一种基于层次分析法(AHP)和基于熵的标准客观加权的组合方法,用于改进笔记本电脑的多标准决策方法。结构化的方法可以优化专业专家的意见和数据驱动熵方法的客观性的组合。该方法以4家主要个人电脑(PC)生产企业的11个评价标准和12个备选方案的真实数据集为基础,模拟了新冠疫情下个人用户和小型教育机构的需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MCDM Selection of Laptops in TOPSIS: Criteria Weighting with Combined AHP and Entropy
This paper presents a combined approach based on the Analytical Hierarchy Process(AHP) with criteria structured in blocks and objective weighting of criteria with Entropy for improving the methodology of Multi-Criteria Decision Making (MCDM) for selecting laptop computers. A structured approach allows optimizing the combination of professional experts ' opinions and objectivity of data-driven entropy methods. The hybrid method is applied on a real dataset of 11 evaluation criteria and 12 alternatives from 4 major manufacturers of personal computers (PC) with a simulation reflecting the needs of individual users and small education organizations under conditions of COVID-19.
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