Publication Details

Genetic Algorithm Optimization of Group Communications

STAROBA, J.; DVOŘÁK, V. Genetic Algorithm Optimization of Group Communications. 9th International Conference on Soft Computing Mendel 2003. Brno: Faculty of Mechanical Engineering BUT, 2003. p. 47-52. ISBN: 80-214-2411-7.

Czech title

Optimalizace skupinových komunikací genetickými algoritmy

Type

conference paper

Language

English

Authors

Staroba Jiří, Ing., Ph.D.
Dvořák Václav, prof. Ing., DrSc.

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

ISBN

80-214-2411-7

Publisher

Faculty of Mechanical Engineering BUT

Place

Brno

BibTeX

@inproceedings{BUT14169,
  author="Jiří {Staroba} and Václav {Dvořák}",
  title="Genetic Algorithm Optimization of Group Communications",
  booktitle="9th International Conference on Soft Computing Mendel 2003",
  year="2003",
  pages="47--52",
  publisher="Faculty of Mechanical Engineering BUT",
  address="Brno",
  isbn="80-214-2411-7"
}