Managing Null Entries in Pairwise Comparisons

This paper shows how to manage null entries in pairwise comparisons matrices. Although assessments can be imprecise, since subjective criteria are involved, the classical pairwise comparisons theory expects all of them to be available. In practice, some experts may not be able (or available) to provide all assessments. Therefore managing null entries is a necessary extension of the pairwise comparisons method. It is shown that certain null entries can be recovered on the basis of the transitivity property which each pairwise comparisons matrix is expected to satisfy.

[1]  Waldemar WOrlowski Marian Koczkodaj,et al.  A note on using a consistency-driven approach to CD-ROM selection , 1994 .

[2]  Waldemar W. Koczkodaj,et al.  An Algorithm for the Optimal Consistent Approximation to a Pairwise Comparisons Matrix by Orthogonal Projections , 2015, ArXiv.

[3]  P. Harker Incomplete pairwise comparisons in the analytic hierarchy process , 1987 .

[4]  T. L. Saaty A Scaling Method for Priorities in Hierarchical Structures , 1977 .

[5]  Ryszard Janicki,et al.  A weak order solution to a group ranking and consistency-driven pairwise comparisons , 1998, Appl. Math. Comput..

[6]  Fatemeh Zahedi,et al.  A mathematical treatment of inconsistency in the analytic hierarchy process , 1993 .

[7]  W. W. Koczkodaj Statistically Accurate Evidence of Improved Error Rate by Pairwise Comparisons , 1996 .

[8]  Waldemar W. Koczkodaj,et al.  Mineral-potential assessment of consistency-driven pairwise comparisons , 1997 .

[9]  Waldemar W. Koczkodaj,et al.  Convergence of Inconsistency Algorithms for the Pairwise Comparisons , 1996, Inf. Process. Lett..

[10]  L. Thurstone A law of comparative judgment. , 1994 .

[11]  W. W. Koczkodaj,et al.  Computing a consistent approximation to a generalized pairwise comparisons matrix , 1999 .

[12]  W. W. Koczkodaj A new definition of consistency of pairwise comparisons , 1993 .

[13]  Waldemar W. Koczkodaj,et al.  A Monte Carlo Study of Pairwise Comparisons , 2015, ArXiv.

[14]  W. W. Koczkodaj Testing the accuracy enhancement of pairwise comparisons by a Monte Carlo experiment , 1998 .

[15]  Gustav Theodor Fechner,et al.  Elements of psychophysics , 1966 .

[16]  Waldemar W. Koczkodaj,et al.  A Monte Carlo Study of Parwise Comparison , 1996, Inf. Process. Lett..