Detail publikačního výsledku

Integrated Evolutionary Algorithms

OŠMERA, P., ROUPEC, J.

Originální název

Integrated Evolutionary Algorithms

Anglický název

Integrated Evolutionary Algorithms

Druh

Kapitola, resp. kapitoly v odborné knize

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 v angličtině

evolutionary algorithms, genetic algorithms

Autoři

OŠMERA, P., ROUPEC, J.

Vydáno

01.01.2002

Nakladatel

Springer Verlag

Místo

New York

ISBN

3-7908-1480-6

Kniha

Hybrid Information Systems

Edice

Advances in Soft Computing

Strany od

353

Strany počet

7

BibTex

@inbook{BUT54879,
  author="Pavel {Ošmera} and Jan {Roupec}",
  title="Integrated Evolutionary Algorithms",
  booktitle="Hybrid Information Systems",
  year="2002",
  publisher="Springer Verlag",
  address="New York",
  series="Advances in Soft Computing",
  edition="1",
  pages="7",
  isbn="3-7908-1480-6"
}