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Avtomatika i Telemekhanika, 2016, Issue 11, Pages 80–95 (Mi at14598)  

This article is cited in 5 scientific papers (total in 5 papers)

Topical issue

Stochastic optimization model of locomotive assignment to freight trains

S. V. Ivanov, A. I. Kibzun, A. V. Osokin

Moscow State Aviation Institute (National Research University), Moscow, Russia
Full-text PDF (631 kB) Citations (5)
References:
Abstract: Consideration was given to the optimization model of assigning the locomotives to the freight trains. The model was formulated in terms of a dynamic problem of stochastic programming with probabilistic constraints. The state variables characterize positions of the locomotives and trains at each time instant. The variables defining the motion of locomotives and their assignment to trains at each time instant play the role of controls. The expectation of the total freight traffic is the criterial function of the problem. A two-stage hybrid algorithm to solve the problem was developed. It combines the coordinatewise search and a genetic algorithm. Results of the numerical experiment were given.
Funding agency Grant number
Russian Science Foundation 16-11-00062
This work was supported by the Russian Science Foundation, project no. 16-11-00062.
Presented by the member of Editorial Board: A. A. Lazarev

Received: 04.02.2016
English version:
Automation and Remote Control, 2016, Volume 77, Issue 11, Pages 1944–1956
DOI: https://doi.org/10.1134/S0005117916110059
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: S. V. Ivanov, A. I. Kibzun, A. V. Osokin, “Stochastic optimization model of locomotive assignment to freight trains”, Avtomat. i Telemekh., 2016, no. 11, 80–95; Autom. Remote Control, 77:11 (2016), 1944–1956
Citation in format AMSBIB
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\paper Stochastic optimization model of locomotive assignment to freight trains
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\issue 11
\pages 80--95
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\jour Autom. Remote Control
\yr 2016
\vol 77
\issue 11
\pages 1944--1956
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Linking options:
  • https://www.mathnet.ru/eng/at14598
  • https://www.mathnet.ru/eng/at/y2016/i11/p80
  • This publication is cited in the following 5 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Avtomatika i Telemekhanika
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    Full-text PDF :61
    References:45
    First page:24
     
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