Detail publikace

Integrated Evolutionary Algorithms

Originální název

Integrated Evolutionary Algorithms

Anglický název

Integrated Evolutionary Algorithms

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.

BibTex


@inbook{BUT54879,
  author="Pavel {Ošmera} and Jan {Roupec}",
  title="Integrated Evolutionary Algorithms",
  annote="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.",
  address="Springer Verlag",
  booktitle="Hybrid Information Systems",
  chapter="54879",
  edition="Advances in Soft Computing",
  institution="Springer Verlag",
  year="2002",
  month="january",
  pages="353",
  publisher="Springer Verlag",
  type="book chapter"
}