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A parallel algorithm for minimizing the number of routes in the vehicle routing problem with time windows

  • Mirosław Błocho
  • , Zbigniew J. Czech
  • Silesian University of Technology
  • ABB ISDC
  • University of Silesia in Katowice

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Citations (Scopus)

Abstract

A parallel algorithm for minimizing the number of routes in the vehicle routing problem with time windows (VRPTW) is presented. The algorithm components cooperate periodically by exchanging their best solutions with the lowest number of routes found to date. The objective of the work is to analyze speedup, achieved accuracy of solutions and scalability of the MPI implementation. For comparisons the selected VRPTW tests are used. The derived results justify the proposed parallelization concept. By making use of the parallel algorithm the twelve new best-known solutions for Gehring and Homberger's benchmarking tests were found.

Original languageEnglish
Title of host publicationParallel Processing and Applied Mathematics - 9th International Conference, PPAM 2011, Revised Selected Papers
Pages255-265
Number of pages11
EditionPART 1
DOIs
Publication statusPublished - 2012
Event9th International Conference on Parallel Processing and Applied Mathematics, PPAM 2011 - Torun, Poland
Duration: 11 Sept 201114 Sept 2011

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 1
Volume7203 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference9th International Conference on Parallel Processing and Applied Mathematics, PPAM 2011
Country/TerritoryPoland
CityTorun
Period11/09/1114/09/11

Keywords

  • MPI library
  • approximation algorithms
  • guided local search
  • heuristics
  • parallel algorithm
  • vehicle routing problem with time windows

ASJC Scopus subject areas

  • Theoretical Computer Science
  • General Computer Science

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