Publication Details

Development tools for rapid prototyping of evolutionary algorithms

JAROŠ Jiří and SCHWARZ Josef. Development tools for rapid prototyping of evolutionary algorithms. In: Proceedings of 38th International conference MOSIS'04. Rožnov pod Radhoštěm, 2004, pp. 97-104. ISBN 80-85988-98-4.
Czech title
Vývojové prostředky pro rychlé prototypování evolučních algoritmů
Type
conference paper
Language
english
Authors
Jaroš Jiří, doc. Ing., Ph.D. (DCSY FIT BUT)
Schwarz Josef, doc. Ing., CSc. (DCSY FIT BUT)
Keywords

Evolutionary algorithm, genetic algorithm, estimation of distribution algorithm, graphical user interface, visualization, multiprocessor task scheduling

Abstract

This paper is a short survey of four development tools for rapid prototyping of evolutionary algorithms that were implemented at our department. We have compared the main features of the tools such as extensibility, reusability, portability and visualization. We have also verified how easy they allow the addition of new experiments. Finally we tested the performance of each program package on the multiprocessor task scheduling benchmark.

Published
2004
Pages
97-104
Proceedings
Proceedings of 38th International conference MOSIS'04
Conference
MOSIS 2004 - Modelling and Simulation of Systems, Rožnov pod Radhoštěm, CZ
ISBN
80-85988-98-4
Place
Rožnov pod Radhoštěm, CZ
BibTeX 
@INPROCEEDINGS{FITPUB7515,
   author = "Ji\v{r}\'{i} Jaro\v{s} and Josef Schwarz",
   title = "Development tools for rapid prototyping of evolutionary algorithms",
   pages = "97--104",
   booktitle = "Proceedings of 38th International conference MOSIS'04",
   year = 2004,
   location = "Ro\v{z}nov pod Radho\v{s}t\v{e}m, CZ",
   ISBN = "80-85988-98-4",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7515"
}
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