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Informatika i Ee Primeneniya [Informatics and its Applications], 2019, Volume 13, Issue 2, Pages 76–82
DOI: https://doi.org/10.14357/19922264190211
(Mi ia596)
 

This article is cited in 3 scientific papers (total in 3 papers)

Heterogeneous thinking protocol of hybrid intelligent multiagent system for solving distributional power grid recovery problem

A. V. Kolesnikova, S. V. Listopadb

a Immanuel Kant Baltic Federal University, 14 A. Nevskogo Str., Kaliningrad 236041, Russian Federation
b Kaliningrad Branch of the Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences, 5 Gostinaya Str, Kaliningrad 236022, Russian Federation
Full-text PDF (829 kB) Citations (3)
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Abstract: The problem of power supply restoration in the regional distributional power grid after large-scale accidents is characterized by high combinatorial complexity, heterogeneity, underdetermination, inaccuracy, and ambiguity. The use of the collective problem solving mechanism to overcome the listed non-factors in the sense of A. S. Narinyani is impossible due to time constraints. To solve this problem, a new class of intelligent systems that model collective decision-making under the guidance of a facilitator is proposed, namely, hybrid intelligent multiagent systems of heterogeneous thinking. Unlike traditional hybrid intelligent systems that integrate models of expert knowledge, they additionally model group processes and effects arising from collective problem solving, adapting to the dynamic nature of the problem of restoring the regional distribution grid. The paper discusses one of the components of such systems, namely, the protocol for organizing collective heterogeneous thinking of agents.
Keywords: heterogeneous thinking, hybrid intelligent multiagent system, distributional power grid recovery problem.
Funding agency Grant number
Russian Foundation for Basic Research 18-07-00448_а
The reported study was funded by the Russian Foundation for Basic Research according to the research project No. 18-07-00448А.
\begin{multicols}{2}
Received: 31.03.2019
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: A. V. Kolesnikov, S. V. Listopad, “Heterogeneous thinking protocol of hybrid intelligent multiagent system for solving distributional power grid recovery problem”, Inform. Primen., 13:2 (2019), 76–82
Citation in format AMSBIB
\Bibitem{KolLis19}
\by A.~V.~Kolesnikov, S.~V.~Listopad
\paper Heterogeneous thinking protocol of~hybrid intelligent multiagent system for~solving distributional power grid recovery problem
\jour Inform. Primen.
\yr 2019
\vol 13
\issue 2
\pages 76--82
\mathnet{http://mi.mathnet.ru/ia596}
\crossref{https://doi.org/10.14357/19922264190211}
\elib{https://elibrary.ru/item.asp?id=38233332}
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  • https://www.mathnet.ru/eng/ia/v13/i2/p76
  • This publication is cited in the following 3 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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    References:11
     
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