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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

The pairwise comparisons method is a convenient tool used when the relative order among different concepts (alternatives) needs to be determined. One popular implementation of the method is based on solving an eigenvalue problem for the…

离散数学 · 计算机科学 2015-09-25 Konrad Kułakowski

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

There are many priority deriving methods for pairwise comparison matrices. It is known that when these matrices are consistent all these methods result in the same priority vector. However, when they are inconsistent, the results may vary.…

离散数学 · 计算机科学 2021-12-21 Konrad Kułakowski , Jiří Mazurek , Michał Strada

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

Incomplete pairwise comparison matrices contain some missing judgements. A natural approach to estimate these values is provided by minimising a reasonable measure of inconsistency after unknown entries are replaced by variables. Two widely…

最优化与控制 · 数学 2024-02-07 László Csató , Kolos Csaba Ágoston , Sándor Bozóki

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

A special class of preferences, given by a directed acyclic graph, is considered. They are represented by incomplete pairwise comparison matrices as only partial information is available: for some pairs no comparison is given in the graph.…

最优化与控制 · 数学 2019-06-20 László Csató , Lajos Rónyai

Comparing alternatives in pairs is a well-known method of ranking creation. Experts are asked to perform a series of binary comparisons and then, using mathematical methods, the final ranking is prepared. As experts conduct the individual…

离散数学 · 计算机科学 2018-12-12 Konrad Kułakowski

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

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

Comparing alternatives in pairs is a very well known technique of ranking creation. The answer to how reliable and trustworthy ranking is depends on the inconsistency of the data from which it was created. There are many indices used for…

离散数学 · 计算机科学 2020-01-28 Konrad Kułakowski , Dawid Talaga

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

A classical proposal to derive weights from a pairwise comparison matrix is the right eigenvector. The literature has identified some potential weaknesses of this method in previous decades. This chapter discusses five of these issues.…

最优化与控制 · 数学 2026-03-26 Sándor Bozóki , László Csató

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

Pairwise comparison matrices are widely used in Multicriteria Decision Making. This article applies incomplete pairwise comparison matrices in the area of sport tournaments, namely proposing alternative rankings for the 2010 Chess Olympiad…

应用统计 · 统计学 2019-06-20 László Csató

We examine three methods for ranking by pairwise comparison: Principal Eigenvector, HodgeRank and Tropical Eigenvector. It is shown that the choice of method can produce arbitrarily different rank order.To be precise, for any two of the…

统计方法学 · 统计学 2011-03-08 Ngoc Mai Tran

Pairwise comparisons are a well-known method for modelling of the subjective preferences of a decision maker. A popular implementation of the method is based on solving an eigenvalue problem for M - the matrix of pairwise comparisons. This…

离散数学 · 计算机科学 2015-09-25 Konrad Kułakowski

Eliciting preferences from human judgements is inherently imprecise, yet most decision analysis methods force a single priority vector from pairwise comparisons, discarding the information embedded in inconsistencies. We instead leverage…

综合经济学 · 经济学 2026-02-27 Salvatore Greco , Sajid Siraj , Michele Lundy

Pairwise comparisons are used in a wide variety of decision situations where the importance of alternatives should be measured on a numerical scale. One popular method to derive the priorities is based on the right eigenvector of a…

最优化与控制 · 数学 2021-02-23 László Csató , Dóra Gréta Petróczy
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