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Parallel procedure based on the swarm intelligence for solving the two-dimensional inverse problem of binary alloy solidification

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

3 Citations (Scopus)

Abstract

In the paper an application of Ant Colony Optimization algorithm for solving the two-dimensional inverse solidification problem of binary alloy is presented. Aim of the considered problem lies in reconstruction of the boundary condition on the basis of temperature values measured in selected points of the cast. Presented approach is grounded on two procedures: the finite difference method with application of the generalized alternating phase truncation method and the parallelized Ant Colony Optimization algorithm serving for minimization of a functional representing the important part of the procedure.

Original languageEnglish
Title of host publicationParallel Processing and Applied Mathematics - 11th International Conference, PPAM 2015, Revised Selected Papers
EditorsKazimierz Wiatr, Konrad Karczewski, Roman Wyrzykowski, Ewa Deelman, Jacek Kitowski, Jack Dongarra
PublisherSpringer Verlag
Pages287-297
Number of pages11
ISBN (Print)9783319321516
DOIs
Publication statusPublished - 2016
Event11th International Conference on Parallel Processing and Applied Mathematics, PPAM 2015 - Krakow, Poland
Duration: 6 Sept 20159 Sept 2015

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9574
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference11th International Conference on Parallel Processing and Applied Mathematics, PPAM 2015
Country/TerritoryPoland
CityKrakow
Period6/09/159/09/15

Keywords

  • Binary alloy
  • Parallel ACO algorithm
  • Solidification
  • Swarm intelligence

ASJC Scopus subject areas

  • Theoretical Computer Science
  • General Computer Science

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