Detail publikace
Integrated Evolutionary Algorithms
OŠMERA, P. ROUPEC, J.
Anglický název
Integrated Evolutionary Algorithms
Typ
kapitola v knize
Jazyk
en
Originální abstrakt
The role of sex in evolutionary algorithms, difference between gene and meme are presented. The role of Darwinian selection process, Mendelians genetics, Lamarckian inheritance, Baldwin effect and Dawkins theory of memes are discussed. All states of integrated evolution can be stored in four memories. It is impossible to describe all evolutionary problems only by Mendel, Darwin, Lamarck, Baldwin, or Dawkins ideas; only all these theories together can cover the complex structure of evolution. The adaptive significance of sexuality in GAs and the comparison with standard GAs using lifetime limit are presented.
Anglický abstrakt
The role of sex in evolutionary algorithms, difference between gene and meme are presented. The role of Darwinian selection process, Mendelians genetics, Lamarckian inheritance, Baldwin effect and Dawkins theory of memes are discussed. All states of integrated evolution can be stored in four memories. It is impossible to describe all evolutionary problems only by Mendel, Darwin, Lamarck, Baldwin, or Dawkins ideas; only all these theories together can cover the complex structure of evolution. The adaptive significance of sexuality in GAs and the comparison with standard GAs using lifetime limit are presented.
Klíčová slova anglicky
evolutionary algorithms, genetic algorithms
Rok RIV
2002
Vydáno
01.01.2002
Nakladatel
Springer Verlag
Místo
New York
ISBN
3-7908-1480-6
Kniha
Hybrid Information Systems
Číslo edice
1
Počet stran
7
BIBTEX
@inbook{BUT54879,
author="Pavel {Ošmera} and Jan {Roupec},
title="Integrated Evolutionary Algorithms",
booktitle="Hybrid Information Systems",
year="2002",
month="January",
publisher="Springer Verlag",
address="New York",
isbn="3-7908-1480-6"
}