DERIVING WEIGHTS FROM PAIRWISE COMPARISON RATIO MATRICES - AN AXIOMATIC APPROACH

被引:72
作者
COOK, WD [1 ]
KRESS, M [1 ]
机构
[1] CEMA,HAIFA,ISRAEL
基金
加拿大自然科学与工程研究理事会;
关键词
Axiomatic Approach - Distance Function Uniqueness - Minimum Distance Transitive Matrix - Pairwise Comparison Ratio Matrices;
D O I
10.1016/0377-2217(88)90198-1
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The paper examines the problem of extracting object or attribute weights from a pairwise comparison ratio matrix. This problem is approached from the point of view of a distance measure on the space of all such matrices. A set of axioms is presented which such a distance measure should satisfy, and the uniqueness of the measure is proven. The problem of weight derivation is then shown to be equivalent to that of finding a totally transitive matrix which is a minimum distance from the given matrix. This problem reduces to a goal programming model. Finally, it is shown that the problem of weight derivation is related to that of ranking players in a round robin tournament. The space of all binary tournament matrices is proven to be isometric to a subset of the space of ratio matrices.
引用
收藏
页码:355 / 362
页数:8
相关论文
共 16 条
[1]   ON THE MINIMUM VIOLATIONS RANKING OF A TOURNAMENT [J].
ALI, I ;
COOK, WD ;
KRESS, M .
MANAGEMENT SCIENCE, 1986, 32 (06) :660-672
[2]   CONSISTENT WEIGHTS FOR JUDGMENTS MATRICES OF THE RELATIVE IMPORTANCE OF ALTERNATIVES [J].
BARZILAI, J ;
COOK, WD ;
GOLANY, B .
OPERATIONS RESEARCH LETTERS, 1987, 6 (03) :131-134
[3]   SCIENCE, STATISTICS, AND PAIRED COMPARISONS [J].
BRADLEY, RA .
BIOMETRICS, 1976, 32 (02) :213-232
[5]   COMPARISON OF 2 METHODS FOR DETERMINING THE WEIGHTS OF BELONGING TO FUZZY-SETS [J].
CHU, ATW ;
KALABA, RE ;
SPINGARN, K .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1979, 27 (04) :531-538
[6]   EIGENWEIGHT VECTORS AND LEAST-DISTANCE APPROXIMATION FOR REVEALED PREFERENCE IN PAIRWISE WEIGHT RATIOS [J].
COGGER, KO ;
YU, PL .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1985, 46 (04) :483-491
[7]  
Cook W.D., 1978, MANAGE SCI, V24, P1721, DOI [10.1287/mnsc.24.16.1721, DOI 10.1287/MNSC.24.16.1721]
[8]   ORDINAL RANKING WITH INTENSITY OF PREFERENCE [J].
COOK, WD ;
KRESS, M .
MANAGEMENT SCIENCE, 1985, 31 (01) :26-32
[9]   A NOTE ON THE ANALYSIS OF SUBJECTIVE JUDGMENT MATRICES [J].
CRAWFORD, G ;
WILLIAMS, C .
JOURNAL OF MATHEMATICAL PSYCHOLOGY, 1985, 29 (04) :387-405
[10]  
DANIELS HE, 1969, BIOMETRIKA, V56, P295