Publication detail

Integrated Evolutionary Algorithms

OŠMERA, P., ROUPEC, J.

Original Title

Integrated Evolutionary Algorithms

English Title

Integrated Evolutionary Algorithms

Type

book chapter

Language

en

Original Abstract

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.

English abstract

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.

RIV year

2002

Released

01.01.2002

Publisher

Springer Verlag

Location

New York

ISBN

3-7908-1480-6

Book

Hybrid Information Systems

Edition

Advances in Soft Computing

Edition number

1

Pages from

353

Pages to

359

Pages count

7

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"
}