Publication detail

Investigation of Replicating Tiles in Cellular Automata Designed by Evolution Using Conditionally Matching Rules

BIDLO, M.

Original Title

Investigation of Replicating Tiles in Cellular Automata Designed by Evolution Using Conditionally Matching Rules

Type

conference paper

Language

English

Original Abstract

In this paper we investigate the evolutionary design of replicating tiles in cellular automata. In particular, various sizes of the tiles will be considered whose replication ought to be performed by satisfying a given arrangement of the tiles with respect to each other. The goal is to determine the abilities of the genetic algorithm in combination with conditionally matching rules used for representing the transition functions of cellular automata to find solutions for tiles consisting of up to a hundred of cells. A comparative study will be presented considering the success rate, computational effort and complexity of the obtained solutions as the main values of interest. It will be shown that, in addition to the tile size and the number of states of the cellular automaton, the probability of finding a correct solution is also substantially influenced by the arrangement style. The results show that the tile arrangement that may be considered as the simplest one does not have to necessarily be easily realisable by the genetic algorithm as a transition function for a cellular automaton.

Keywords

cellular automaton; genetic algorithm; transition function; conditionally matching rule; replication

Authors

BIDLO, M.

RIV year

2015

Released

7. 12. 2015

Publisher

IEEE Computational Intelligence Society

Location

Cape Town

ISBN

978-1-4799-7560-0

Book

2015 IEEE International Conference on Evolvable Systems (ICES)

Edition

Proceedings of the 2015 IEEE Symposium Series on Computational Intelligence (SSCI)

Pages from

1506

Pages to

1513

Pages count

8

URL

http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7376789

BibTex

@inproceedings{BUT119881,
  author="Michal {Bidlo}",
  title="Investigation of Replicating Tiles in Cellular Automata Designed by Evolution Using Conditionally Matching Rules",
  booktitle="2015 IEEE International Conference on Evolvable Systems (ICES)",
  year="2015",
  series="Proceedings of the 2015 IEEE Symposium Series on Computational Intelligence (SSCI)",
  pages="1506--1513",
  publisher="IEEE Computational Intelligence Society",
  address="Cape Town",
  doi="10.1109/SSCI.2015.213",
  isbn="978-1-4799-7560-0",
  url="http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7376789"
}