Publication Details

Genetic Algorithm Optimization of Group Communications

STAROBA Jiří and DVOŘÁK Václav. Genetic Algorithm Optimization of Group Communications. In: 9th International Conference on Soft Computing Mendel 2003. Brno: Faculty of Mechanical Engineering BUT, 2003, pp. 47-52. ISBN 80-214-2411-7.
Czech title
Optimalizace skupinových komunikací genetickými algoritmy
Type
conference paper
Language
english
Authors
Staroba Jiří, Ing. (DCSY FIT BUT)
Dvořák Václav, prof. Ing., DrSc. (DCSY FIT BUT)
Keywords

Genetic algorithms, parallel computing, message passing, group communication, network topologies

Abstract

This paper presents a genetic algorithm application in area of parallel computing. An algorithm which optimizes routing of messages in message passing parallel computers is introduced. Initial implementation has been tested for regular architectures with known reachable lower bounds of communication complexity. A real application area of the algorithm includes especially irregular interconnection networks, where regular communication patterns cannot be applied. The algorithm is intended to be run especially on parallel computers which makes searching for solutions of larger scale problems feasible. Therefore, a parallel version of the algorithm is also proposed.

Published
2003
Pages
47-52
Proceedings
9th International Conference on Soft Computing Mendel 2003
Conference
9th International Mendel Conference on Soft Computing, Brno, CZ
ISBN
80-214-2411-7
Publisher
Faculty of Mechanical Engineering BUT
Place
Brno, CZ
BibTeX 
@INPROCEEDINGS{FITPUB7222,
   author = "Ji\v{r}\'{i} Staroba and V\'{a}clav Dvo\v{r}\'{a}k",
   title = "Genetic Algorithm Optimization of Group Communications",
   pages = "47--52",
   booktitle = "9th International Conference on Soft Computing Mendel 2003",
   year = 2003,
   location = "Brno, CZ",
   publisher = "Faculty of Mechanical Engineering BUT",
   ISBN = "80-214-2411-7",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7222"
}
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