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JOURNALS // Proceedings of the Yerevan State University, series Physical and Mathematical Sciences // Archive

Proceedings of the YSU, Physical and Mathematical Sciences, 2018 Volume 52, Issue 2, Pages 140–143 (Mi uzeru469)

Physics

A method for multi-criteria decision making under uncertainty

A. A. Gevorgyan, H. S. Avagyan

National Polytechnic University of Armenia

Abstract: This work presents development of a method for multi-criteria decision making under uncertainty conditions based on single-attribute value functions and probabilistic distributions. The values of different criteria are modeled using normal distributions, i.e. the value of the $i$-th criteria of the $j$-th option is given by $x^j_i\sim\mathcal{N}(\mu_i^j, \sigma_i^j)$ distribution. The method is evaluated and the results are analyzed on a simple example.

Keywords: decision maker, multi-attribute value theory (MAVT), normal distribution, evaluation criteria.

MSC: Primary 81V35; Secondary 82D75

Received: 17.05.2018
Accepted: 25.05.2018

Language: English



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