Detail publikace

Genetic Algorithm Optimization of Group Communications

STAROBA, J. DVOŘÁK, V.

Originální název

Genetic Algorithm Optimization of Group Communications

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

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

Autoři

STAROBA, J.; DVOŘÁK, V.

Rok RIV

2003

Vydáno

10. 6. 2003

Nakladatel

Faculty of Mechanical Engineering BUT

Místo

Brno

ISBN

80-214-2411-7

Kniha

9th International Conference on Soft Computing Mendel 2003

Strany od

47

Strany do

52

Strany počet

6

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"
}