Artificial Intelligence and Decision Making
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Artificial Intelligence and Decision Making, 2022, Issue 3, Pages 72–87
DOI: https://doi.org/10.14357/20718594220306
(Mi iipr72)
 

Optimal and rational choice

Application of Pareto frontier in searching for compromise rules of Baikal lake level control

A. V. Lotova, A. I. Ryabikova, M. V. Bolgovb, A. L. Buberc

a Federal Research Center "Computer Science and Control" of Russian Academy of Sciences, Moscow, Russia
b Water Problems Institute of the Russian Academy of Sciences, Moscow, Russia
c All-Russia Research Institute of Hydraulic Engineering and Land Reclamation of A.N. Kostyakov, Moscow, Russia
Abstract: Computer decision support technique for the search for compromise rules of Baikal Lake level control and of Angara River water resovoir cascade control is described. The proposed technique takes into account presence of contradictory requirements that give rise to the vector of decision criteria. The technique is based on dialogue Pareto frontier visualization. It supports the experts in the process of searching for efficient tradeoff among requirements and helps to justify their choice. By using the technique, a compromise cascade control rule was constructed that corresponds to all principle requirements and is used now as a basis of governmental documents concerning water resources control of the Angara River basin.
Keywords: decision support, multiobjective optimization, Pareto frontier visualization, control rules, water reservoir cascade.
English version:
Scientific and Technical Information Processing, 2023, Volume 50, Issue 6, Pages 582–594
DOI: https://doi.org/10.3103/S0147688223060096
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: A. V. Lotov, A. I. Ryabikov, M. V. Bolgov, A. L. Buber, “Application of Pareto frontier in searching for compromise rules of Baikal lake level control”, Artificial Intelligence and Decision Making, 2022, no. 3, 72–87; Scientific and Technical Information Processing, 50:6 (2023), 582–594
Citation in format AMSBIB
\Bibitem{LotRyaBol22}
\by A.~V.~Lotov, A.~I.~Ryabikov, M.~V.~Bolgov, A.~L.~Buber
\paper Application of Pareto frontier in searching for compromise rules of Baikal lake level control
\jour Artificial Intelligence and Decision Making
\yr 2022
\issue 3
\pages 72--87
\mathnet{http://mi.mathnet.ru/iipr72}
\crossref{https://doi.org/10.14357/20718594220306}
\elib{https://elibrary.ru/item.asp?id=49473937}
\transl
\jour Scientific and Technical Information Processing
\yr 2023
\vol 50
\issue 6
\pages 582--594
\crossref{https://doi.org/10.3103/S0147688223060096}
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