title: The distribution centres choice in the facility location problem on the basis of statistical modeling procedures
metadata.name: dc.contributor.author
metadata.value: Lozkins, Aleksejs
metadata.lang: -
metadata.name: dc.date.accessioned
metadata.value: 2019-01-16T15:58:05Z
metadata.lang: -
metadata.name: dc.date.available
metadata.value: 2019-01-16T15:58:05Z
metadata.lang: -
metadata.name: dc.date.issued
metadata.value: 2018-12
metadata.lang: -
metadata.name: dc.identifier.citation
metadata.value: 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.
metadata.lang: en_GB
metadata.name: dc.identifier.other
metadata.value: 10.21638/11702/spbu10.2018.407
metadata.lang: -
metadata.name: dc.identifier.uri
metadata.value: http://hdl.handle.net/11701/15247
metadata.lang: -
metadata.name: dc.description.abstract
metadata.value: 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.
metadata.lang: en_GB
metadata.name: dc.language.iso
metadata.value: en
metadata.lang: en_GB
metadata.name: dc.publisher
metadata.value: St Petersburg State University
metadata.lang: en_GB
metadata.name: dc.relation.ispartofseries
metadata.value: Vestnik of St Petersburg University. Applied Mathematics. Computer Science. Control Processes;Volume 14; Issue 4
metadata.lang: -
metadata.name: dc.subject
metadata.value: hub location problem
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: statistical decision making
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: robustness
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: networks
metadata.lang: en_GB
metadata.name: dc.title
metadata.value: The distribution centres choice in the facility location problem on the basis of statistical modeling procedures
metadata.lang: en_GB
metadata.name: dc.type
metadata.value: Article
metadata.lang: en_GB
resources.filename: 07-Lozkins.pdf
resources.url: https://dspace.spbu.ru/bitstream/11701/15247/1/07-Lozkins.pdf
resources.format: Adobe PDF
resources.size: 251 kB