Data perturbations of matrices of pairwise comparisons

被引:21
作者
Farkas, A
Rózsa, P
机构
[1] IMC Grad Sch Business, Dept Prod & Operat Res, H-1051 Budapest, Hungary
[2] Tech Univ Budapest, Dept Comp Sci, H-1521 Budapest, Hungary
关键词
Density Matrix; Analytic Hierarchy Process; Characteristic Polynomial; Comparison Matrix; Output Analysis;
D O I
10.1023/A:1010986321720
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 [运筹学与控制论]; 12 [管理学]; 1201 [管理科学与工程]; 1202 [工商管理学]; 120202 [企业管理];
摘要
This paper deals with data perturbations of pairwise comparison matrices (PCM). Transitive and symmetrically reciprocal (SR) matrices are defined. Characteristic polynomials and spectral properties of certain SR perturbations of transitive matrices are presented. The principal eigenvector components of some of these PCMs are given in explicit form. Results are applied to PCMs occurring in various fields of interest, such as in the analytic hierarchy process (AHP) to the paired comparison matrix entries of which are positive numbers, in the dynamic input-output analysis to the matrix of economic growth elements of which might become both positive and negative and in vehicle system dynamics to the input spectral density matrix whose entries are complex numbers.
引用
收藏
页码:401 / 425
页数:25
相关论文
共 21 条
[1]
[Anonymous], 1958, INTRO MULTIVARIATE S
[2]
Bendat J. S., 1966, MEASUREMENT ANAL RAN
[3]
CHOI S, 1967, 181 TEL INC
[4]
On the spectrum and pseudoinverse of a special bordered matrix [J].
Ding, J ;
Pye, WC .
LINEAR ALGEBRA AND ITS APPLICATIONS, 2001, 331 (1-3) :11-20
[5]
DESCRIPTION OF ROAD SURFACE-ROUGHNESS [J].
DODDS, CJ ;
ROBSON, JD .
JOURNAL OF SOUND AND VIBRATION, 1973, 31 (02) :175-183
[6]
Dorfman R., 1958, Linear Programming and Economic Analysis, pix + 527
[7]
Elsner L. -., 1981, Linear and Multilinear Algebra, V10, P235
[8]
Farkas A, 1999, LINEAR ALGEBRA APPL, V303, P423
[9]
Horn R. A., 1986, Matrix analysis
[10]
THE ANALYTIC HIERARCHY PROCESS - WHAT IT IS AND HOW IT IS USED [J].
SAATY, RW .
MATHEMATICAL MODELLING, 1987, 9 (3-5) :161-176