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相关论文: On the Convergence of the Pairwise Comparisons Inc…

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A distance-based inconsistency indicator, defined by the third author for the consistency-driven pairwise comparisons method, is extended to the incomplete case. The corresponding optimization problem is transformed into an equivalent…

其他计算机科学 · 计算机科学 2015-05-11 S. Bozoki , J. Fulop , W. W. Koczkodaj

We describe a framework for random pairwise comparisons matrices, inspired by selected constructions releted to the so called inconsistency reduction of pairwise comparisons (PC) matrices. In to build up structures on random pairwise…

统计理论 · 数学 2023-12-04 Jean-Pierre Magnot

We investigate an application of a mathematically robust minimization method -- the gradient method -- to the consistencization problem of a pairwise comparisons (PC) matrix. Our approach sheds new light on the notion of a priority vector…

环与代数 · 数学 2022-07-19 Jean-Pierre Magnot , Jiří Mazurek , Viera Čerňanová

In this study, the orthogonalization process for different inner products is applied to pairwise comparisons. Properties of consistent approximations of a given inconsistent pairwise comparisons matrix are examined. A method of a derivation…

其他计算机科学 · 计算机科学 2020-02-18 W. W. Koczkodaj , R. Smarzewski , J. Szybowski

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…

其他计算机科学 · 计算机科学 2023-07-25 W. W. Koczkodaj , J. -P. Magnot

The article is devoted to the problem of inconsistency in the pairwise comparisons based prioritization methodology. The issue of "inconsistency" in this context has gained much attention in recent years. The literature provides us with a…

人工智能 · 计算机科学 2015-10-22 Andrzej Z. Grzybowski

In several multiobjective decision problems Pairwise Comparison Matrices (PCM) are applied to evaluate the decision variants. The problem that arises very often is the inconsistency of a given PCM. In such a situation it is important to…

最优化与控制 · 数学 2024-12-10 Marcin Anholcer , Janos Fülöp

Alongside consistency, completeness of information is one of the key factors influencing data quality. The objective of this paper is to define ways of treating missing entries in pairwise comparisons (PC) method with respect to…

离散数学 · 计算机科学 2019-11-25 Konrad Kułakowski , Anna Prusak , Jacek Szybowski

A recent work of the authors on the analysis of pairwise comparison matrices that can be made consistent by the modification of a few elements is continued and extended. Inconsistency indices are defined for indicating the overall quality…

最优化与控制 · 数学 2015-11-05 Sándor Bozóki , János Fülöp , Attila Poesz

Orthogonalization is one of few mathematical methods conforming to mathematical standards for approximation. Finding a consistent PC matrix of a given an inconsistent PC matrix is the main goal of a pairwise comparisons method. We introduce…

数值分析 · 数学 2024-04-25 Julio Benitez , Waldemar W. Koczkodaj , Adam Kowalczyk

Pairwise comparisons are an important tool of modern (multiple criteria) decision making. Since human judgments are often inconsistent, many studies focused on the ways how to express and measure this inconsistency, and several…

人工智能 · 计算机科学 2017-05-01 Jiri Mazurek

The algorithm for finding the optimal consistent approximation of an inconsistent pairwise comparisons matrix is based on a logarithmic transformation of a pairwise comparisons matrix into a vector space with the Euclidean metric.…

其他计算机科学 · 计算机科学 2015-05-11 W. W. Koczkodaj , M. Orlowski

In this study, a pairwise comparison matrix is generalized to the case when coefficients create Lie group $G$, non necessarily abelian. A necessary and sufficient criterion for pairwise comparisons matrices to be consistent is provided.…

逻辑 · 数学 2018-07-12 Waldemar W. Koczkodaj , Jean-Pierre Magnot

Pairwise comparisons between alternatives are a well-known method for measuring preferences of a decision-maker. Since these often do not exhibit consistency, a number of inconsistency indices has been introduced in order to measure the…

人工智能 · 计算机科学 2019-06-20 László Csató

Pairwise comparison matrices are increasingly used in settings where some pairs are missing. However, there exist few inconsistency indices for similar incomplete data sets and no reasonable measure has an associated threshold. This paper…

统计理论 · 数学 2022-02-03 Kolos Csaba Ágoston , László Csató

The inconsistency of pairwise comparisons remains difficult to interpret in the absence of acceptability thresholds. The popular 10% cut-off rule proposed by Saaty has recently been applied to incomplete pairwise comparison matrices, which…

统计方法学 · 统计学 2026-05-25 Kolos Csaba Ágoston , László Csató

Pairwise comparisons are a well-known method for the representation of the subjective preferences of a decision maker. Evaluating their inconsistency has been a widely studied and discussed topic and several indices have been proposed in…

人工智能 · 计算机科学 2014-12-25 Matteo Brunelli , Michele Fedrizzi

Processing information, acquired by subjective assessments, involves inconsistency analysis in most (if not all) applications of which some are of considerable importance at a national level (see, Koczkodaj/Kulakowski/Ligenza,…

离散数学 · 计算机科学 2015-08-06 W. W. Koczkodaj , J. Szybowski

We consider incomplete pairwise comparison matrices and determine exactly when they have a consistent completion and, if not, when they have a nearly consistent completion. We use the maximum 3-cycle product as a measure of inconsistency…

组合数学 · 数学 2025-10-15 Susana Furtado , Charles Johnson

Pairwise comparisons between alternatives are a well-established tool to decompose decision problems into smaller and more easily tractable sub-problems. However, due to our limited rationality, the subjective preferences expressed by…

人工智能 · 计算机科学 2016-03-15 Matteo Brunelli
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