Detail publikace

Investigating the Influence of Mutation Operators in Cartesian Genetic Programming

ČAPKA, L. VAŠÍČEK, Z.

Originální název

Investigating the Influence of Mutation Operators in Cartesian Genetic Programming

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

This paper deals with an analysis of various mutation operators used in cartesian genetic programming. The aim is to compare and evaluate the efficiency of a usually used mutation operator introduced by J. Miller that manipulates with genes and a new binary mutation operator. While the standard mutation operator is convenient for implementations in software, the binary mutation method is more suitable in case of hardware realizations of cartesian genetic programming because it does not require the knowledge of chromosome (configuration string, respectively) structure. Besides the binary mutation operator, another variation of this binary mutation was evaluated. This operator manipulates with a group of neighboring bits.

Klíčová slova

Cartesian Genetic Programming, mutation operator, mutation efficiency, digital circuit evolution

Autoři

ČAPKA, L.; VAŠÍČEK, Z.

Rok RIV

2007

Vydáno

29. 8. 2007

Nakladatel

Faculty of Mechanical Engineering BUT

Místo

Brno

ISBN

978-80-214-3473-8

Kniha

13th International Conference on Soft Computing

Strany od

43

Strany do

47

Strany počet

5

BibTex

@inproceedings{BUT28841,
  author="Ladislav {Čapka} and Zdeněk {Vašíček}",
  title="Investigating the Influence of Mutation Operators in Cartesian Genetic Programming",
  booktitle="13th International Conference on Soft Computing",
  year="2007",
  pages="43--47",
  publisher="Faculty of Mechanical Engineering BUT",
  address="Brno",
  isbn="978-80-214-3473-8"
}