Detail publikačního výsledku

Evolution of Iterative Formulas Using Cartesian Genetic Programming

MINAŘÍK, M.; SEKANINA, L.

Originální název

Evolution of Iterative Formulas Using Cartesian Genetic Programming

Anglický název

Evolution of Iterative Formulas Using Cartesian Genetic Programming

Druh

Článek recenzovaný mimo WoS a Scopus

Originální abstrakt

Many functions such as division or square root are implemented in hardware using iterative algorithms. We propose a genetic programming-based method to automatically design simple iterative algorithms from elementary functions. In particular, we demonstrated that Cartesian Genetic Programming can evolve various iterative formulas for tasks such as division or determining the greatest common divisor using a reasonable computational effort.

Anglický abstrakt

Many functions such as division or square root are implemented in hardware using iterative algorithms. We propose a genetic programming-based method to automatically design simple iterative algorithms from elementary functions. In particular, we demonstrated that Cartesian Genetic Programming can evolve various iterative formulas for tasks such as division or determining the greatest common divisor using a reasonable computational effort.

Klíčová slova

cartesian genetic programming, iterative algorithms

Klíčová slova v angličtině

cartesian genetic programming, iterative algorithms

Autoři

MINAŘÍK, M.; SEKANINA, L.

Rok RIV

2012

Vydáno

12.09.2011

ISSN

0302-9743

Periodikum

Lecture Notes in Computer Science

Svazek

2011

Číslo

6881

Stát

Spolková republika Německo

Strany od

11

Strany do

20

Strany počet

10

BibTex

@article{BUT76353,
  author="Miloš {Minařík} and Lukáš {Sekanina}",
  title="Evolution of Iterative Formulas Using Cartesian Genetic Programming",
  journal="Lecture Notes in Computer Science",
  year="2011",
  volume="2011",
  number="6881",
  pages="11--20",
  issn="0302-9743"
}