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Parallel simulated annealing for the delivery problem

  • Z. J. Czech

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

10 Citations (Scopus)

Abstract

A delivery problem which reduces to an NP-complete set-partitioning problem is considered. Two algorithms of parallel simulated annealing, i.e. the simultaneous independent searches and the simultaneous periodically interacting searches are investigated. The objective is to improve the accuracy of solutions to the problem by applying parallelism. The accuracy of a solution is meant as its proximity to the optimum solution. The empirical evidence supported by the statistical analysis indicates that the interaction of processes in parallel simulated annealing can yield more accurate solutions to the delivery problem as compared to the case when the processes run independently.

Original languageEnglish
Title of host publicationProceedings - 9th Euromicro Workshop on Parallel and Distributed Processing, PDP 2001
EditorsKonrad Klockner
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages219-226
Number of pages8
ISBN (Electronic)0769509878, 9780769509877
DOIs
Publication statusPublished - 2001
Event9th Euromicro Workshop on Parallel and Distributed Processing, PDP 2001 - Mantova, Italy
Duration: 7 Feb 20019 Feb 2001

Publication series

NameProceedings - 9th Euromicro Workshop on Parallel and Distributed Processing, PDP 2001

Conference

Conference9th Euromicro Workshop on Parallel and Distributed Processing, PDP 2001
Country/TerritoryItaly
CityMantova
Period7/02/019/02/01

Keywords

  • Delivery problem
  • message passing model of parallel computation
  • parallel simulated annealing algorithms
  • set-partitioning problem

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Software
  • Theoretical Computer Science

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