Matching and Aggregation of Experts Estimates Taking into Account Experts' Competence while Group Estimation of Alternatives for Decision Making Support

Vitaliy G. Totsenko

doi:10.1615/JAutomatInfScien.v34.i8.60

Journal of Automation and Information Sciences

Éditeur en chef: Arkadiy A. Chikriy (open in a new tab)

Éditeur associés: Vyacheslav F. Gubarev (open in a new tab) Yuriy P. Kondratenko (open in a new tab) Nonna V. Turovyerova (open in a new tab)

Publication de 12 numéros par an

ISSN Imprimer: 1064-2315

ISSN En ligne: 2163-9337

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Matching and Aggregation of Experts Estimates Taking into Account Experts' Competence while Group Estimation of Alternatives for Decision Making Support

Volume 34, Numéro 8, 2002, 11 pages

DOI: 10.1615/JAutomatInfScien.v34.i8.60

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Vitaliy G. Totsenko
Institute of Information Recording Problems of National Academy of Sciences of Ukraine, Kyiv, Ukraine

RÉSUMÉ

We propose an approach to matching and aggregation of the set of expert estimates taking into account experts competence. The indicated approach is based on the use of a union of the alternatives weights estimations spectra, quantitative estimation of the matching sufficiency and feedback with experts. On the basis of this approach we have developed different methods in attaining sufficient matching and aggregation of estimates obtained by different techniques: the direct estimation and three procedures of paired comparisons. These methods enable to bring out sources of internal and external non-matching and recommend to experts the means for its reduction.

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