An analysis of distributions of priority values from alternative comparison scales within AHP

被引:64
作者
Beynon, M [1 ]
机构
[1] Cardiff Univ, Cardiff Business Sch, Cardiff CF10 3EU, S Glam, Wales
关键词
analytic hierarchy process; multi-criteria decision making; Parzen Windows; priority values; scale values;
D O I
10.1016/S0377-2217(01)00221-1
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The analytic hierarchy process (AHP) introduced by T.L. Saaty is a well known and popular method of multi-criteria decision making. Central to this method are the pairwise comparisons between criteria (and decision alternatives) made using a 9-unit scale. The appropriateness of Saaty's original one-to-nine (1-9) scale has been the subject of much debate and cause for concern. This paper contrasts the appropriateness of the 1-9 scale with other alternative 9-nit scales also used in AHP, by looking at the probability distributions of the associated priority values. For large problems. estimated probability distributions are found for the priority values through using the method of Parzen Windows. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:104 / 117
页数:14
相关论文
共 39 条
[1]  
[Anonymous], J MATH PSYCHOL
[2]  
[Anonymous], 1980, ANAL HIERARCHY PROCE
[3]   Weighted Parzen windows for pattern classification [J].
Babich, GA ;
Camps, OI .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1996, 18 (05) :567-570
[4]   Decision quality using ranked attribute weights [J].
Barron, FH ;
Barrett, BE .
MANAGEMENT SCIENCE, 1996, 42 (11) :1515-1523
[5]  
Bowman A.W., 1997, Applied Smoothing Techniques for Data Analysis: the Kernel Approach with S-Plus Illustrations, VVolume 18
[6]   RATINGS OF ORALLY PRESENTED VERBAL EXPRESSIONS OF PROBABILITY BY A HETEROGENEOUS SAMPLE [J].
CLARKE, VA ;
RUFFIN, CL ;
HILL, DJ ;
BEAMEN, AL .
JOURNAL OF APPLIED SOCIAL PSYCHOLOGY, 1992, 22 (08) :638-656
[7]   A NEW APPROACH TO AHP DECISION-MAKING [J].
DONEGAN, HA ;
DODD, FJ ;
MCMASTER, TBM .
STATISTICIAN, 1992, 41 (03) :295-302
[8]  
DYER JS, 1985, 8485424 U TEX DEP MA
[9]   A statistical approach to the analytic hierarchy process with interval judgements. (I). Distributions on feasible regions [J].
Haines, LM .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 110 (01) :112-125
[10]  
Hart P.E., 1973, Pattern recognition and scene analysis