Detail publikace

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

Jazyk

en

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.

Dokumenty

BibTex


@inproceedings{BUT99422,
  author="Jan {Klusáček}",
  title="ON EFFECTS OF FROZEN EVOLUTION IN OPTIMALIZATION TASKS",
  annote="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.",
  booktitle="Proceedings of 19th Conference STUDENT EEICT 2013 Volume 3",
  chapter="99422",
  edition="1",
  howpublished="print",
  year="2013",
  month="april",
  pages="240--244",
  type="conference paper"
}