Detail publikačního výsledku

ON EFFECTS OF FROZEN EVOLUTION IN OPTIMALIZATION TASKS

KLUSÁCEK, J.

Originální název

ON EFFECTS OF FROZEN EVOLUTION IN OPTIMALIZATION TASKS

Anglický název

ON EFFECTS OF FROZEN EVOLUTION IN OPTIMALIZATION TASKS

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

Many optimization algorithms are inspired by evolutionary theories. In this article selected evolutionary theories and their technical implementations are chronologically listed. Frozen evolution is one of the latest theories published firstly in 1998. Despite of all current theories it assumes that species can be found in one of two possible states – elastic (frozen) and plastic. The possible changes in species caused by evolutionary principles strongly differ depending on this state. Inmy experiments I try to find out whether such behavior, as described in frozen evolution, can be observed under artificial conditions. My experiments are based on solving the problem of symbolic regression by analytical programming.

Anglický abstrakt

Many optimization algorithms are inspired by evolutionary theories. In this article selected evolutionary theories and their technical implementations are chronologically listed. Frozen evolution is one of the latest theories published firstly in 1998. Despite of all current theories it assumes that species can be found in one of two possible states – elastic (frozen) and plastic. The possible changes in species caused by evolutionary principles strongly differ depending on this state. Inmy experiments I try to find out whether such behavior, as described in frozen evolution, can be observed under artificial conditions. My experiments are based on solving the problem of symbolic regression by analytical programming.

Klíčová slova

Frozen Evolution, Frozen plasticity, Analytical programing, Symbolic regression

Klíčová slova v angličtině

Frozen Evolution, Frozen plasticity, Analytical programing, Symbolic regression

Autoři

KLUSÁCEK, J.

Vydáno

25.04.2013

ISBN

978-80-214-4695-3

Kniha

Proceedings of 19th Conference STUDENT EEICT 2013 Volume 3

Edice

1

Strany od

240

Strany do

244

Strany počet

5

BibTex

@inproceedings{BUT99422,
  author="Jan {Klusáček}",
  title="ON EFFECTS OF FROZEN EVOLUTION IN OPTIMALIZATION TASKS",
  booktitle="Proceedings of 19th Conference STUDENT EEICT 2013 Volume 3",
  year="2013",
  series="1",
  number="1",
  pages="240--244",
  isbn="978-80-214-4695-3"
}