Result Details

When and why to use the evolutionary algorithms

JILKOVÁ, J.; RAIDA, Z. When and why to use the evolutionary algorithms. In Junior Scientist Conference 2008 Proceedings. 1. Karlsplatz 13, A-1040 Wien: Technische Universität Wien, 2008. p. 99-101. ISBN: 978-3-200-01612-5.
Type
conference paper
Language
English
Authors
Olivová Jana, Ing., Ph.D., UREL (FEEC)
Raida Zbyněk, prof. Dr. Ing., UREL (FEEC)
Abstract

Using the optimisation methods based on the evolutionary principle is very popular today. It can be used to find the optimal or at least sufficient solution or to discover unknown functions especially in case when finding of the solution is impossible with traditional methods (the analytical solution is hard to be found) or in case that the computation is not practically feasible due to computational complexity. The convenience of usage of two evolutionary algorithms - the differential evolution and one form of genetic algorithms will be discussed and compared. Considering a few simple cases it will be disscussed, if the usage of these evolutionary algorithms is reasonable due to the time requirements especially on quite simple problems comparing to the brute force calculation.

Keywords

Evolutionary Algorithms, Genetic Algoritms,

Published
2008
Pages
99–101
Proceedings
Junior Scientist Conference 2008 Proceedings
Series
1
Edition
1
Conference
Junior Scientist Conference Vienna 2008 "Science and Techniology for the Future"
ISBN
978-3-200-01612-5
Publisher
Technische Universität Wien
Place
Karlsplatz 13, A-1040 Wien
BibTeX 
@inproceedings{BUT29860,
  author="Jana {Olivová} and Zbyněk {Raida}",
  title="When and why to use the evolutionary algorithms",
  booktitle="Junior Scientist Conference 2008 Proceedings",
  year="2008",
  series="1",
  number="1",
  pages="99--101",
  publisher="Technische Universität Wien",
  address="Karlsplatz 13, A-1040 Wien",
  isbn="978-3-200-01612-5"
}
Departments
Department of Radio Electronics (UREL)
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