Conference paper

BIDLO Michal. On Routine Evolution of New Replicating Structures in Cellular Automata. In: 7th International Conference on Evolutionary Computationa Theory and Applications. Lisbon: SciTePress - Science and Technology Publications, 2015, pp. 28-38. ISBN 978-989-758-157-1. Available from: http://www.scitepress.org/DigitalLibrary/PublicationsDetail.aspx?ID=GITW9CQbZmg=&t=1
Publication language:english
Original title:On Routine Evolution of New Replicating Structures in Cellular Automata
Title (cs):Rutinní návrh nových replikujících se struktur v celulárních automatech
Pages:28-38
Proceedings:7th International Conference on Evolutionary Computationa Theory and Applications
Conference:International Conference on Evolutionary Computation Theory and Applications 2015
Series:7th International Joint Conference on Computational Intelligence
Place:Lisbon, PT
Year:2015
URL:http://www.scitepress.org/DigitalLibrary/PublicationsDetail.aspx?ID=GITW9CQbZmg=&t=1
ISBN:978-989-758-157-1
Publisher:SciTePress - Science and Technology Publications
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Keywords
genetic algorithm, cellular automaton, transition function, conditionally matching rule, self-replicating loop
Annotation
This paper presents evolutionary design of two-dimensional, uniform cellular automata. The problem of replicating loops is considered as a case study. Conditionally matching rules are used as a technique that is suitable to the design of cellular automata state transition rules. A genetic algorithm is applied to the design of cellular automata that satisfy the requirements of replicating loops. It is shown that such evolution is able to find various state transition rules that support replication of a given loop. Results presented herein demonstrate the ability of derived cellular automata to perform replication not only from an initial instance of the loop but also, that from a seed the loop can autonomously grow.
BibTeX:
@INPROCEEDINGS{
   author = {Michal Bidlo},
   title = {On Routine Evolution of New Replicating Structures in
	Cellular Automata},
   pages = {28--38},
   booktitle = {7th International Conference on Evolutionary Computationa
	Theory and Applications},
   series = {7th International Joint Conference on Computational
	Intelligence},
   year = {2015},
   location = {Lisbon, PT},
   publisher = {SciTePress - Science and Technology Publications},
   ISBN = {978-989-758-157-1},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=10824}
}

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