Detail publikace

Evolution of Cellular Automata with Conditionally Matching Rules

BIDLO, M. VAŠÍČEK, Z.

Originální název

Evolution of Cellular Automata with Conditionally Matching Rules

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

This paper introduces a method of representing transition functions for the purposes of evolutionary design of cellular automata. The proposed approach is based on conditions specified in the transition rules that have to be satisfied in order to determine the next state of a cell according to a specific rule. The goal of this approach is to reduce the number of elements needed to represent a transition function while preserving the possibility to specify traditional transition rules kown from the conventional table-based representation. In order to demonstrate abilities of the proposed approach, the replication problem and pattern transformation problem in cellular automata will be investigated. It will be shown that the evolution is able to design transition functions for non-trivial behavior of two-dimensional cellular automata that perfectly fulfil the specified requirements.

Klíčová slova

Evolutionary algorithm, cellular automaton, conditional rule, replication, pattern transformation

Autoři

BIDLO, M.; VAŠÍČEK, Z.

Rok RIV

2013

Vydáno

25. 6. 2013

Nakladatel

IEEE Computer Society

Místo

Cancún

ISBN

978-1-4799-0452-5

Kniha

2013 IEEE Congress on Evolutionary Computation (CEC 2013)

Strany od

1178

Strany do

1185

Strany počet

8

URL

http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6557699

BibTex

@inproceedings{BUT103434,
  author="Michal {Bidlo} and Zdeněk {Vašíček}",
  title="Evolution of Cellular Automata with Conditionally Matching Rules",
  booktitle="2013 IEEE Congress on Evolutionary Computation (CEC 2013)",
  year="2013",
  pages="1178--1185",
  publisher="IEEE Computer Society",
  address="Cancún",
  doi="10.1109/CEC.2013.6557699",
  isbn="978-1-4799-0452-5",
  url="http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6557699"
}