loading
Documents

Research.Publish.Connect.

Paper

Paper Unlock

Author: Michal Bidlo

Affiliation: Brno University of Technology, Czech Republic

ISBN: 978-989-758-157-1

Keyword(s): Genetic Algorithm, Cellular Automaton, Transition Function, Conditional Rule, Replicating Loop.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Life ; Computational Intelligence ; Evolutionary Computing ; Representation Techniques ; Soft Computing

Abstract: 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.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 18.232.171.18

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Bidlo, M. (2015). On Routine Evolution of New Replicating Structures in Cellular Automata.In Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1: ECTA, ISBN 978-989-758-157-1, pages 28-38. DOI: 10.5220/0005585000280038

@conference{ecta15,
author={Michal Bidlo.},
title={On Routine Evolution of New Replicating Structures in Cellular Automata},
booktitle={Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1: ECTA,},
year={2015},
pages={28-38},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005585000280038},
isbn={978-989-758-157-1},
}

TY - CONF

JO - Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1: ECTA,
TI - On Routine Evolution of New Replicating Structures in Cellular Automata
SN - 978-989-758-157-1
AU - Bidlo, M.
PY - 2015
SP - 28
EP - 38
DO - 10.5220/0005585000280038

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.