Publication detail
The Formal Stochastic Framework for Comparison of Genetic Algorithms
POPELA, P. ROUPEC, J. OŠMERA, P. MATOUŠEK, R.
Czech title
Formální stochastický rámec pro srovnání genetických algoritmů
English title
The Formal Stochastic Framework for Comparison of Genetic Algorithms
Type
conference paper
Language
en
Original abstract
The paper purpose is to discuss the comparison of GAs. The iterations are considered as random element realizations for GAs formally defined. The quantification of algorithm capabilities inspires the use of statistical methods. The significant difference between various setups is detected by statistical tests for the test problem.
Czech abstract
Cílem článku je diskutovat srovnání GA. Iterace jsou chápány jako realizace náhodných prvků a jsou zavedeny v obecném formálním tvaru. Tento přístup pak umožňuje použití statistických metod pro jejich srovnání.
English abstract
The paper purpose is to discuss the comparison of GAs. The iterations are considered as random element realizations for GAs formally defined. The quantification of algorithm capabilities inspires the use of statistical methods. The significant difference between various setups is detected by statistical tests for the test problem.
Keywords in Czech
genetické algoritmy, statistické testy, náhodné prvky
Keywords in English
genetic algorithms, statical tests, random elements
RIV year
2002
Released
12.05.2002
Publisher
IEEE
Location
Honolulu, Hawaii, USA
ISBN
0-7803-7281-6
Book
The 2002 IEEE World Congress on Computational Intelligence
Pages count
6
BIBTEX
@inproceedings{BUT5795,
author="Pavel {Popela} and Jan {Roupec} and Pavel {Ošmera} and Radomil {Matoušek},
title="The Formal Stochastic Framework for Comparison of Genetic Algorithms",
booktitle="The 2002 IEEE World Congress on Computational Intelligence",
year="2002",
month="May",
publisher="IEEE",
address="Honolulu, Hawaii, USA",
isbn="0-7803-7281-6"
}