3,855 research outputs found
Axiomatization of Inconsistency Indicators for Pairwise Comparisons
This study proposes revised axioms for defining inconsistency indicators in
pairwise comparisons. It is based on the new findings that "PC submatrix cannot
have a worse inconsistency indicator than the PC matrix containing it" and that
there must be a PC submatrix with the same inconsistency as the given PC
matrix.
This study also provides better reasoning for the need of normalization. It
is a revision of axiomatization by Koczkodaj and Szwarc, 2014 which proposed
axioms expressed informally with some deficiencies addressed in this study.Comment: This paper should have been withdrawn by the first author a long time
ago. The work has been finished with another researcher, I have been pushed
out the projec
Incomplete pairwise comparison and consistency optimization
This paper proposes a new method for calculating the missing elements of an incomplete matrix of pairwise comparison values for a decision problem. The matrix is completed by minimizing a measure of global inconsistency, thus obtaining a matrix which is optimal from the point of view of consistency with respect to the available judgements. The optimal values are obtained by solving a linear system and unicity of the solution is proved under general assumptions. Some other methods proposed in the literature are discussed and a numerical example is presented.consistency, pairwise comparison matrices
Inconsistency evaluation in pairwise comparison using norm-based distances
AbstractThis paper studies the properties of an inconsistency index of a pairwise comparison matrix under the assumption that the index is defined as a norm-induced distance from the nearest consistent matrix. Under additive representation of preferences, it is proved that an inconsistency index defined in this way is a seminorm in the linear space of skew-symmetric matrices and several relevant properties hold. In particular, this linear space can be partitioned into equivalence classes, where each class is an affine subspace and all the matrices in the same class share a common value of the inconsistency index. The paper extends in a more general framework some results due, respectively, to Crawford and to Barzilai. It is also proved that norm-based inconsistency indices satisfy a set of six characterizing properties previously introduced, as well as an upper bound property for group preference aggregation
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