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Multi-Criteria Distributed Decision-Making System Based on Genetic Algorithms

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dc.contributor.author ȚURCAN, Ana
dc.contributor.author BOROZAN, Olesea
dc.contributor.author MUNTEANU, Silvia
dc.contributor.author ABABII, Constantin
dc.contributor.author NISTIRIUC, Ana
dc.contributor.author ȘESTACOV, Andrei
dc.contributor.author STRUNA, Vadim
dc.contributor.author LAȘCO, Victor
dc.date.accessioned 2022-04-13T05:57:55Z
dc.date.available 2022-04-13T05:57:55Z
dc.date.issued 2021
dc.identifier.citation ȚURCAN, Ana, BOROZAN, Olesea, MUNTEANU, Silvia et al. Multi-Criteria Distributed Decision-Making System Based on Genetic Algorithms. In: International Conference on Electronics, Communications and Computing: proc. IC ECCO, 21-22 Oct. 2021, Chişinău. Republica Moldova, 2021, pp. 161-164. ISBN 978-9975-4264-8-0. en_US
dc.identifier.isbn 978-9975-4264-8-0
dc.identifier.uri https://doi.org/10.52326/ic-ecco.2021/CE.06
dc.identifier.uri http://repository.utm.md/handle/5014/20090
dc.description.abstract This thesis comprises the results of designing a distributed decision-making system in multi-criteria areas. The distributed decision-making system is the architecture of homogenous data-processing devices that form a Wireless network with Mesh topology. The decision-making process is based on finding an optimal solution that is implemented through the use of genetic algorithms. Aiming to identify the initial population of the genetic algorithm, there shall be calculated the partial derivative for each variable for the ordered process. The results of partial derivative serve as an identifier of values from the Chromosome structure. There have been developed in this thesis: general algorithm of system functioning; population structure formed of Chromosomes and Genes; methodology of calculation of component values of the initial population; and an example of implementation of the distributed decision-making system based on Node MCU ESP32 devices. en_US
dc.language.iso en en_US
dc.publisher Technical University of Moldova en_US
dc.rights Attribution-NonCommercial-NoDerivs 3.0 United States *
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/us/ *
dc.subject distributed decision-making systems en_US
dc.subject decision-making systems en_US
dc.subject distributed computing en_US
dc.subject data processing devices en_US
dc.title Multi-Criteria Distributed Decision-Making System Based on Genetic Algorithms en_US
dc.type Article en_US


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  • 2021
    Proceedings of the 11th IC|ECCO; October 21-22, 2021

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Attribution-NonCommercial-NoDerivs 3.0 United States Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivs 3.0 United States

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