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Analysis of pairwise comparison matrices: an empirical research

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Tartalom: http://real.mtak.hu/62604/
Archívum: MTA Könyvtár
Gyűjtemény: Status = Published





Type = Article
Cím:
Analysis of pairwise comparison matrices: an empirical research
Létrehozó:
Bozóki, Sándor
Dezső, Linda
Poesz, Attila
Temesi, JĂłzsef
Kiadó:
SPRINGER
Dátum:
2013
Téma:
BF09 Sensation / észlelés, érzékelés
HB Economic Theory / közgazdaságtudomány
HB5 Mathematical economics / matematikai közgazdaságtan
QA Mathematics / matematika
QA166-QA166.245 Graphs theory / gráfelmélet
QA72 Algebra / algebra
Tartalmi leírás:
Pairwise comparison (PC) matrices are used in multi-attribute decision problems (MADM) in order to express the preferences of the decision maker. Our research focused on testing various characteristics of PC matrices. In a controlled experiment with university students (N = 227) we have obtained 454 PC matrices. The cases have been divided into 18 subgroups according to the key factors to be analyzed. Our team conducted experiments with matrices of different size given from different types of MADM problems. Additionally, the matrix elements have been obtained by different questioning procedures differing in the order of the questions. Results are organized to answer five research questions. Three of them are directly connected to the inconsistency of a PC matrix. Various types of inconsistency indices have been applied. We have found that the type of the problem and the size of the matrix had impact on the inconsistency of the PC matrix. However, we have not found any impact of the questioning order. Incomplete PC matrices played an important role in our research. The decision makers behavioral consistency was as well analyzed in case of incomplete matrices using indicators measuring the deviation from the final order of alternatives and from the final score vector.
Nyelv:
magyar
Típus:
Article
PeerReviewed
info:eu-repo/semantics/article
Formátum:
text
Azonosító:
Bozóki, Sándor and Dezső, Linda and Poesz, Attila and Temesi, József (2013) Analysis of pairwise comparison matrices: an empirical research. Annals of Operations Research, 211 (1). pp. 511-528. ISSN 0254-5330
Kapcsolat:
https://link.springer.com/journal/10479
DOI 10.1007/s10479-013-1328-1