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The distribution centres choice in the facility location problem on the basis of statistical modeling procedures. / Lozkins, A.

In: ВЕСТНИК САНКТ-ПЕТЕРБУРГСКОГО УНИВЕРСИТЕТА. ПРИКЛАДНАЯ МАТЕМАТИКА. ИНФОРМАТИКА. ПРОЦЕССЫ УПРАВЛЕНИЯ, Vol. 14, No. 4, 2018, p. 346-351.

Research output: Contribution to journal › Article › peer-review

Harvard

Lozkins, A 2018, 'The distribution centres choice in the facility location problem on the basis of statistical modeling procedures', ВЕСТНИК САНКТ-ПЕТЕРБУРГСКОГО УНИВЕРСИТЕТА. ПРИКЛАДНАЯ МАТЕМАТИКА. ИНФОРМАТИКА. ПРОЦЕССЫ УПРАВЛЕНИЯ, vol. 14, no. 4, pp. 346-351. https://doi.org/10.21638/11702/spbu10.2018.407

APA

Lozkins, A. (2018). The distribution centres choice in the facility location problem on the basis of statistical modeling procedures. ВЕСТНИК САНКТ-ПЕТЕРБУРГСКОГО УНИВЕРСИТЕТА. ПРИКЛАДНАЯ МАТЕМАТИКА. ИНФОРМАТИКА. ПРОЦЕССЫ УПРАВЛЕНИЯ, 14(4), 346-351. https://doi.org/10.21638/11702/spbu10.2018.407

Vancouver

Lozkins A. The distribution centres choice in the facility location problem on the basis of statistical modeling procedures. ВЕСТНИК САНКТ-ПЕТЕРБУРГСКОГО УНИВЕРСИТЕТА. ПРИКЛАДНАЯ МАТЕМАТИКА. ИНФОРМАТИКА. ПРОЦЕССЫ УПРАВЛЕНИЯ. 2018;14(4):346-351. https://doi.org/10.21638/11702/spbu10.2018.407

Author

Lozkins, A. / The distribution centres choice in the facility location problem on the basis of statistical modeling procedures. In: ВЕСТНИК САНКТ-ПЕТЕРБУРГСКОГО УНИВЕРСИТЕТА. ПРИКЛАДНАЯ МАТЕМАТИКА. ИНФОРМАТИКА. ПРОЦЕССЫ УПРАВЛЕНИЯ. 2018 ; Vol. 14, No. 4. pp. 346-351.

BibTeX

@article{ba9db708035c42b8859b81b208831b84,
title = "The distribution centres choice in the facility location problem on the basis of statistical modeling procedures",
abstract = "The problem of a distribution centres network construction based on the statistical data analysis of the LTL transportation company is considered. The distribution centre network is built on the basis of the demand on terminal services. Statistical criterion for selecting the number of distribution centres in the network based on the application of the network robustness principle to the disturbances in demand for services in each terminal is suggested. Demand distortions are proposed to be carried out taking into account the forecasting of future trends in demand. The simulation study on real data is carried out. The considered task consists of a terminal network where the cargo is generated to deliver other terminals. The goal is to estimate the robust number of hubs in the network which minimizes the total flows costs and is resistant to the possible flows changes in the network. The results on the real dataset are illustrated and discussed.",
keywords = "hub location problem, statistical decision making, robustness, networks, расположение распределительных центров, статистическое принятие решений, статистическая устойчивость, количество распределительных центров",
author = "A. Lozkins",
note = "Lozkins A. The distribution centres choice in the facility location problem on the basis of statistical modeling procedures. Vestnik of Saint Petersburg University. Applied Mathematics. Computer Science. Control Processes, 2018, vol. 14, iss. 4, pp. 346–351. https://doi.org/10.21638/11702/spbu10.2018.407",
year = "2018",
doi = "10.21638/11702/spbu10.2018.407",
language = "English",
volume = "14",
pages = "346--351",
journal = " ВЕСТНИК САНКТ-ПЕТЕРБУРГСКОГО УНИВЕРСИТЕТА. ПРИКЛАДНАЯ МАТЕМАТИКА. ИНФОРМАТИКА. ПРОЦЕССЫ УПРАВЛЕНИЯ",
issn = "1811-9905",
publisher = "Издательство Санкт-Петербургского университета",
number = "4",

}

RIS

TY - JOUR

T1 - The distribution centres choice in the facility location problem on the basis of statistical modeling procedures

AU - Lozkins, A.

N1 - Lozkins A. The distribution centres choice in the facility location problem on the basis of statistical modeling procedures. Vestnik of Saint Petersburg University. Applied Mathematics. Computer Science. Control Processes, 2018, vol. 14, iss. 4, pp. 346–351. https://doi.org/10.21638/11702/spbu10.2018.407

PY - 2018

Y1 - 2018

N2 - The problem of a distribution centres network construction based on the statistical data analysis of the LTL transportation company is considered. The distribution centre network is built on the basis of the demand on terminal services. Statistical criterion for selecting the number of distribution centres in the network based on the application of the network robustness principle to the disturbances in demand for services in each terminal is suggested. Demand distortions are proposed to be carried out taking into account the forecasting of future trends in demand. The simulation study on real data is carried out. The considered task consists of a terminal network where the cargo is generated to deliver other terminals. The goal is to estimate the robust number of hubs in the network which minimizes the total flows costs and is resistant to the possible flows changes in the network. The results on the real dataset are illustrated and discussed.

AB - The problem of a distribution centres network construction based on the statistical data analysis of the LTL transportation company is considered. The distribution centre network is built on the basis of the demand on terminal services. Statistical criterion for selecting the number of distribution centres in the network based on the application of the network robustness principle to the disturbances in demand for services in each terminal is suggested. Demand distortions are proposed to be carried out taking into account the forecasting of future trends in demand. The simulation study on real data is carried out. The considered task consists of a terminal network where the cargo is generated to deliver other terminals. The goal is to estimate the robust number of hubs in the network which minimizes the total flows costs and is resistant to the possible flows changes in the network. The results on the real dataset are illustrated and discussed.

KW - hub location problem

KW - statistical decision making

KW - robustness

KW - networks

KW - расположение распределительных центров

KW - статистическое принятие решений

KW - статистическая устойчивость

KW - количество распределительных центров

UR - http://vestnik.spbu.ru/html18/s10/s10v4/07.pdf

U2 - 10.21638/11702/spbu10.2018.407

DO - 10.21638/11702/spbu10.2018.407

M3 - Article

VL - 14

SP - 346

EP - 351

JO - ВЕСТНИК САНКТ-ПЕТЕРБУРГСКОГО УНИВЕРСИТЕТА. ПРИКЛАДНАЯ МАТЕМАТИКА. ИНФОРМАТИКА. ПРОЦЕССЫ УПРАВЛЕНИЯ

JF - ВЕСТНИК САНКТ-ПЕТЕРБУРГСКОГО УНИВЕРСИТЕТА. ПРИКЛАДНАЯ МАТЕМАТИКА. ИНФОРМАТИКА. ПРОЦЕССЫ УПРАВЛЕНИЯ

SN - 1811-9905

IS - 4

ER -

ID: 38440389