Computing a consistent approximation to a generalized pairwise comparisons matrix

被引:31
作者
Koczkodaj, WW [1 ]
Orlowski, M
机构
[1] Laurentian Univ, Sudbury, ON P3E 2C6, Canada
[2] Queensland Univ Technol, Sch Informat Syst, Brisbane, Qld 4001, Australia
基金
加拿大自然科学与工程研究理事会; 澳大利亚研究理事会;
关键词
approximation algorithm; pairwise comparisons; inconsistency; linear space; logarithmic transformation;
D O I
10.1016/S0898-1221(99)00048-6
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper presents an algorithm for computing a consistent approximation to a generalized pairwise comparisons matrix (that is, without the reciprocity property or even Is on the main diagonal). The algorithm is based on a logarithmic transformation of the generalized pairwise comparisons matrix into a linear space with the Euclidean metric. It uses both the row and (reciprocals of) column geometric means and is thus a generalization of the ordinary geometric means method. The resulting approximation is not only consistent, but also closest to the original matrix, i.e., deviates least from an expert's original judgments. The computational complexity of the algorithm is O(n(2)). (C) 1999 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:79 / 85
页数:7
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