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Proceedings of the Yerevan State University, series Physical and Mathematical Sciences, 2018, Volume 52, Issue 2, Pages 140–143
(Mi uzeru469)
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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.
Received: 17.05.2018 Accepted: 25.05.2018
Citation:
A. A. Gevorgyan, H. S. Avagyan, “A method for multi-criteria decision making under uncertainty”, Proceedings of the YSU, Physical and Mathematical Sciences, 52:2 (2018), 140–143
Linking options:
https://www.mathnet.ru/eng/uzeru469 https://www.mathnet.ru/eng/uzeru/v52/i2/p140
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Abstract page: | 127 | Full-text PDF : | 30 | References: | 21 |
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