RUS  ENG JOURNALS   PEOPLE   ORGANISATIONS   CONFERENCES   SEMINARS   VIDEO LIBRARY   PACKAGE AMSBIB
General information
Latest issue
Archive
Impact factor

Search papers
Search references

RSS
Latest issue
Current issues
Archive issues
What is RSS



Model. Anal. Inform. Sist.:
Year:
Volume:
Issue:
Page:
Find






Personal entry:
Login:
Password:
Save password
Enter
Forgotten password?
Register


Model. Anal. Inform. Sist., 2016, Volume 23, Number 4, Pages 412–426 (Mi mais512)  

This article is cited in 1 scientific paper (total in 1 paper)

Cloud service for interactive simulation of interregional trade

A. S. Velichko, V. V. Gribova, L. A. Fedorishchev

Institute for Automation and Control Processes FEB RAS, 5, Radio Str., Vladivostok, 690041, Russia

Abstract: The paper describes a mathematical model of trade flows between the territories of a region or a country in a transport network having one or more different types of marine or ground transportation. We use the approach of modeling complex communication systems to determine the most probable values of flows in case of incomplete information about the system. Transport costs between the territories are modeled within the framework of the gravity model. The payment for transportation depends on the distance between regions, the distance is estimated as the shortest way length in a given transport network or geographical distance. The mathematical formulation of the problem belongs to the class of convex mathematical programming problems and assumes the numerical solution of nonlinear optimization problem with linear constraints. Based on the model, the software is implemented as a cloud service on heterogeneous computing architectures: the simulation module is made on a high-performance server platform, management and visualization modules are produced with IACPaaS cloud platform. Communication between the platforms is established via asynchronous http-queries. For information exchange between the modules the declarative model with JSON format is developed and implemented for the objects considered in the mathematical model which are products, areas and communications. Visualization module allows to present graphically the original and the resulting matrix data and to modify the input parameters of the model interactively. The paper demonstrates the use of software for the simulation of inter-regional freight traffic of the Russian Far East region based on input data provided by open statistics sources.

Keywords: interregional, transportation, network, multimodal, gravity, entropy, equilibrium, model.

Funding Agency Grant Number
Russian Foundation for Basic Research 16-07-00340_а
The work is partially supported by the RFBR grant No.16-07-00340-a.


DOI: https://doi.org/10.18255/1818-1015-2016-4-412-426

Full text: PDF file (849 kB)
References: PDF file   HTML file

Bibliographic databases:

UDC: 519.8, 004.92
Received: 14.04.2016

Citation: A. S. Velichko, V. V. Gribova, L. A. Fedorishchev, “Cloud service for interactive simulation of interregional trade”, Model. Anal. Inform. Sist., 23:4 (2016), 412–426

Citation in format AMSBIB
\Bibitem{VelGriFed16}
\by A.~S.~Velichko, V.~V.~Gribova, L.~A.~Fedorishchev
\paper Cloud service for interactive simulation of interregional trade
\jour Model. Anal. Inform. Sist.
\yr 2016
\vol 23
\issue 4
\pages 412--426
\mathnet{http://mi.mathnet.ru/mais512}
\crossref{https://doi.org/10.18255/1818-1015-2016-4-412-426}
\mathscinet{http://www.ams.org/mathscinet-getitem?mr=3549344}
\elib{http://elibrary.ru/item.asp?id=26561561}


Linking options:
  • http://mi.mathnet.ru/eng/mais512
  • http://mi.mathnet.ru/eng/mais/v23/i4/p412

    SHARE: VKontakte.ru FaceBook Twitter Mail.ru Livejournal Memori.ru


    Citing articles on Google Scholar: Russian citations, English citations
    Related articles on Google Scholar: Russian articles, English articles

    This publication is cited in the following articles:
    1. A. V. Panyukov, Kh. Z. Chaloob, “Problems and prospects of information technology application to development of transport logistics for the Mosul region”, J. Comp. Eng. Math., 5:1 (2018), 57–62  mathnet  crossref  elib
  • Моделирование и анализ информационных систем
    Number of views:
    This page:86
    Full text:43
    References:11

     
    Contact us:
     Terms of Use  Registration  Logotypes © Steklov Mathematical Institute RAS, 2020