Publication Details

Hybrid parallel simulated annealing using genetic operations

OHLÍDAL Miloš. Hybrid parallel simulated annealing using genetic operations. In: Zborník príspevkov ze seminara Počítačové Architektury a Diagnostika. Bratislava: Slovak Academy of Science, 2004, pp. 48-53. ISBN 80-969202-0-0.
Czech title
Hybridní paralelní simulované žíhání používající genetické operátory
Type
conference paper
Language
english
Authors
Ohlídal Miloš, Ing. (DCSY FIT BUT)
Keywords

Optimization Problems, Parallel Simulated Annealing, Genetic Crossover, Hybrid Algorithm

Abstract

This paper deals with a new algorithm of a parallel simulated annealing HGSA, which includes genetic crossover operations. The genetic crossover is used as an enhancement of the origin parallel simulated annealing PSA which allows to recombine solutions produced by individual simulate annealing processes at fixed time intervals. It is found that the proposed algorithm can speed-up the search the global optimum more effectively, compared to PAGASA algorithm and parallel simulated annealing PSA. The performance of the HSGA algorithm is tested on the three known TSP benchmarks.

Published
2004
Pages
48-53
Proceedings
Zborník príspevkov ze seminara Počítačové Architektury a Diagnostika
Conference
Pracovný seminár pre študentov doktorandského štúdia Počítačové architektúry & diagnostika 2004 , Kaštieľ Moravany nad Váhom, SK
ISBN
80-969202-0-0
Publisher
Slovak Academy of Science
Place
Bratislava, SK
BibTeX 
@INPROCEEDINGS{FITPUB7599,
   author = "Milo\v{s} Ohl\'{i}dal",
   title = "Hybrid parallel simulated annealing using genetic operations",
   pages = "48--53",
   booktitle = "Zborn\'{i}k pr\'{i}spevkov ze seminara Po\v{c}\'{i}ta\v{c}ov\'{e} Architektury a Diagnostika",
   year = 2004,
   location = "Bratislava, SK",
   publisher = "Slovak Academy of Science",
   ISBN = "80-969202-0-0",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7599"
}
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