Publication detail

Dominance and Recesivity in Genetic Algorithms

ROUPEC, J. KREJSA, J.

Czech title

Dominance a recesivita v genetických algoritmech

English title

Dominance and Recesivity in Genetic Algorithms

Type

conference paper

Language

en

Original abstract

Genetic Algorithms (GA) are heuristic optimising algorithms inspired by adaptive and evolutionary mechanisms in natural organisms. The best use of GA can be found in solving multidimensional optimisation problems, for which analytical solution is unknown (or extremely complex) and efficient numerical method is also not known. Commonly used GAs do not copy the natural processes precisely. The contribution shows how to realise some aspects of biological inheritance and how to use them while implementing the GA.

Czech abstract

Genetické algoritmy (GA) jsou heuristické optimalizační algoritmy inspirované adaptačními a evolučními mechanismy živých organismů. Nejlepší využití GA je v oblasti řešení multidmezionálních optimalizačních úloh, pro které nejsou známé ani analytické, ani efektivní numerické metody řešení. GA obvykle nekopírují přírodní procesy zcela přesně. Článek ukazuje možnosti zahrnutí některých aspektů biologické dědičnosti při implementaci GA.

English abstract

Genetic Algorithms (GA) are heuristic optimising algorithms inspired by adaptive and evolutionary mechanisms in natural organisms. The best use of GA can be found in solving multidimensional optimisation problems, for which analytical solution is unknown (or extremely complex) and efficient numerical method is also not known. Commonly used GAs do not copy the natural processes precisely. The contribution shows how to realise some aspects of biological inheritance and how to use them while implementing the GA.

Keywords in English

Genetic Algorithm, Dominance, Recessivity

Released

26.06.1996

Publisher

VUT v Brně

Location

Brno, ČR

ISBN

80-214-0769-7

Book

Mendel 96

Pages count

3

BIBTEX


@inproceedings{BUT4163,
  author="Jan {Roupec} and Jiří {Krejsa},
  title="Dominance and Recesivity in Genetic Algorithms",
  booktitle="Mendel 96",
  year="1996",
  month="June",
  publisher="VUT v Brně",
  address="Brno, ČR",
  isbn="80-214-0769-7"
}