用无权重TOPSIS构建复合指标

Building Composite Indicators With Unweighted-TOPSIS

IEEE Transactions on Engineering Management · 2021
被引 20
ABS 3

中文导读

提出一种基于TOPSIS的复合指标构建方法,无需事先设定准则权重,通过优化各方案与理想解的相对接近度来排名,并用实例展示如何解决权重争议问题。

Abstract

Composite indicators have been widely used in a large number of fields, including innovation and entrepreneurship as a useful tool for conveying summary information about overall performance in a relatively simple way. The construction of composite indicators implies several stages concerning collection of data, selection of criteria and individual indicators, normalization and weighting of criteria and indicators, aggregation, and comparison of overall performance of the alternatives or options. This article aims at contributing to the construction of synthetic indicators by showing with a real example, how the proposed methodology can overcome the problem of the establisment of the decision criteria relative importance. Determination of weighting schemes can be a controversial question for decision makers in those contexts where subjective weights are used. The method proposed in this article allows the ranking of a set of alternatives without the establishment of <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">a priori</i> criteria weights. In our proposal, based on TOPSIS, weights are unknown variables contributing to the optimization of the relative proximity of each alternative to an ideal solution.

创新与创业多准则决策分析指标构建排名方法