Detail publikace

When and why to use the evolutionary algorithms

JILKOVÁ, J. RAIDA, Z.

Originální název

When and why to use the evolutionary algorithms

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

Evolutionary Algorithms, Genetic Algoritms,

Autoři

JILKOVÁ, J.; RAIDA, Z.

Rok RIV

2008

Vydáno

12. 11. 2008

Nakladatel

Technische Universität Wien

Místo

Karlsplatz 13, A-1040 Wien

ISBN

978-3-200-01612-5

Kniha

Junior Scientist Conference 2008 Proceedings

Edice

1

Číslo edice

1

Strany od

99

Strany do

101

Strany počet

2

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"
}