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"
}