Detail výsledku

A Totally Distributed Genetic Algorithm: From a Cellular System to the Mesh of Processors

SEKANINA, L.; DVOŘÁK, V. A Totally Distributed Genetic Algorithm: From a Cellular System to the Mesh of Processors. Modelling and Simulation 2001. Prague: Faculty of Electrical Engineering, Czech Technical University, 2001. p. 539-543. ISBN: 1-56555-225-3.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Sekanina Lukáš, prof. Ing., Ph.D., FEKT (FEKT)
Dvořák Václav, prof. Ing., DrSc.
Abstrakt

The paper deals with properties of the totally distributed genetic algorithm RGA, initially designed for the PIG cellular system. We have adopted the algorithm to a mesh of processors. Simulations were performed using Transim tool in order to investigate performance of this new RGA algorithm independently of a given application. This way, characteristics such as efficiency, speedup, communication delays, the influence of chromosome length and fitness calculations are easily evaluated beforehand.

Klíčová slova

Cellular system, digital circuits, parallel genetic algorithm, mesh of processors, performance estimation.

URL
Rok
2001
Strany
539–543
Sborník
Modelling and Simulation 2001
Konference
European Simulation Multiconference
ISBN
1-56555-225-3
Vydavatel
Faculty of Electrical Engineering, Czech Technical University
Místo
Prague
BibTeX 
@inproceedings{BUT5432,
  author="Lukáš {Sekanina} and Václav {Dvořák}",
  title="A Totally Distributed Genetic Algorithm: From a Cellular System to the Mesh of Processors",
  booktitle="Modelling and Simulation 2001",
  year="2001",
  pages="539--543",
  publisher="Faculty of Electrical Engineering, Czech Technical University",
  address="Prague",
  isbn="1-56555-225-3",
  url="http://www.fit.vutbr.cz/~sekanina/publ/esm01/esm2001.pdf"
}
Výzkumné skupiny
Výzkumná skupina Superpočítačových technologií SC@FIT (VZ SC@FIT)
Pracoviště
Fakulta informačních technologií (FIT)
Nahoru