Detail publikačního výsledku

Manifestation of Frozen Evolution in Optimization Tasks

KLUSÁČEK, J.; HONZÍK, P.

Originální název

Manifestation of Frozen Evolution in Optimization Tasks

Anglický název

Manifestation of Frozen Evolution in Optimization Tasks

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

Many optimisation 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. It was firstly published 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. In our experiments we try to find out whether such behavior, as described in frozen evolution, can be observed under artificial conditions. Our experiments are based on solving the problem of symbolic regression by analytical programming.

Anglický abstrakt

Many optimisation 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. It was firstly published 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. In our experiments we try to find out whether such behavior, as described in frozen evolution, can be observed under artificial conditions. Our 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

KLUSÁČEK, J.; HONZÍK, P.

Rok RIV

2014

Vydáno

26.06.2013

ISBN

978-80-214-4755-4

Kniha

MENDEL 2013 19th International Conference on Soft Computing

Edice

1

Strany od

93

Strany do

98

Strany počet

6

BibTex

@inproceedings{BUT100982,
  author="Jan {Klusáček} and Petr {Honzík}",
  title="Manifestation of Frozen Evolution in Optimization Tasks",
  booktitle="MENDEL 2013 19th International Conference on Soft Computing",
  year="2013",
  series="1",
  number="1",
  pages="93--98",
  isbn="978-80-214-4755-4"
}