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Sistemy i Sredstva Informatiki [Systems and Means of Informatics], 2019, Volume 29, Issue 2, Pages 172–179
DOI: https://doi.org/10.14357/08696527190215
(Mi ssi649)
 

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

The model of the cooperative problem solver based on digital twins

V. D. Ilyin

Dorodnicyn Computing Center of the Russian Academy of Sciences, Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 40 Vavilov Str., Moscow 119333, Russian Federation
Full-text PDF (198 kB) Citations (3)
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Abstract: The model of cooperative problem solver based on digital twins is proposed. Participants of cooperation (called “dt-infs”) are considered as learnable machines for solving problems. In the processes of solving problems, such machine endowed with a finite set of states and a goal (understood as a set of solvable problems in the subject area) interacts with other members of cooperation and environmental elements through the exchange of unified messages. For each dt-inf, the subject area is represented by a task graph, designed to search for resolving structures and formalize knowledge of the tasks. The set of graph vertices is composed of task constructive objects. Each vertex has a memory represented by the task memory of the task (simple or composite) or the task area. An edge of the task graph is a pair of vertices with nonempty intersection by memory. Load of the edge is determined by the set of all pairs of memory elements included in the intersection. The proposed model is designed for use in the development of information technologies and online services.
Keywords: digital twins, cooperative problem solver, task constructive object, task graph, information technology, online service.
Received: 10.03.2019
Document Type: Article
Language: Russian
Citation: V. D. Ilyin, “The model of the cooperative problem solver based on digital twins”, Sistemy i Sredstva Inform., 29:2 (2019), 172–179
Citation in format AMSBIB
\Bibitem{Ily19}
\by V.~D.~Ilyin
\paper The model of~the~cooperative problem solver based~on~digital twins
\jour Sistemy i Sredstva Inform.
\yr 2019
\vol 29
\issue 2
\pages 172--179
\mathnet{http://mi.mathnet.ru/ssi649}
\crossref{https://doi.org/10.14357/08696527190215}
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  • https://www.mathnet.ru/eng/ssi/v29/i2/p172
  • 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
    Системы и средства информатики
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