Publication detail

Manifestation of Frozen Evolution in Optimization Tasks

KLUSÁČEK, J. HONZÍK, P.

Original Title

Manifestation of Frozen Evolution in Optimization Tasks

Type

conference paper

Language

English

Original Abstract

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.

Keywords

Frozen Evolution, Frozen plasticity, Analytical programing, Symbolic regression

Key words in English

Frozen Evolution, Frozen plasticity, Analytical programing, Symbolic regression

Authors

KLUSÁČEK, J.; HONZÍK, P.

RIV year

2013

Released

26. 6. 2013

ISBN

978-80-214-4755-4

Book

MENDEL 2013 19th International Conference on Soft Computing

Edition

1

Edition number

1

Pages from

93

Pages to

98

Pages count

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"
}