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Disaggregation in Bundle Methods: Application to the Train Timetabling Problem
KTH, Transportplanering, ekonomi och teknik.ORCID iD: 0000-0001-9535-0617
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2017 (English)Conference paper, Published paper (Refereed)
Abstract [en]

Bundle methods are often used to solve dual problems that arise from Lagrangian relaxations of large scale optimization problems. An example of such problems is the train timetabling problem. This paper focuses on solving a dual problem that arises from Lagrangian relaxation of a train timetabling optimization program. The dual problem is solved using bundle methods. We formulate and compare the performances of two different bundle methods: the aggregate method, which is a standard method, and a new, disaggregate, method which is proposed here. The two methods were tested on realistic train timetabling scenarios from the Iron Ore railway line. The numerical results show that the new disaggregate approach generally yields faster convergence than the standard aggregate approach.

Place, publisher, year, edition, pages
2017.
Series
Trafikverkets forskningsportföljer
National Category
Transport Systems and Logistics Computational Mathematics
Research subject
FOI-portföljer, Planera
Identifiers
URN: urn:nbn:se:trafikverket:diva-5495OAI: oai:DiVA.org:trafikverket-5495DiVA, id: diva2:1699503
Conference
Rail Lille 2017
Projects
Samhällsekonomiskt effektiv fördelning av järnvägskapacitet
Funder
Swedish Transport Administration, TRV 2014/41766Available from: 2022-09-28 Created: 2022-09-28 Last updated: 2022-12-14

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Ait Ali, Abderrahman
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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf