On Routine Evolution of Complex Cellular Automata

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F16%3APU121680" target="_blank" >RIV/00216305:26230/16:PU121680 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7377086" target="_blank" >http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7377086</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TEVC.2016.2516242" target="_blank" >10.1109/TEVC.2016.2516242</a>

Result language
angličtina
Original language name
On Routine Evolution of Complex Cellular Automata
Original language description
The paper deals with a special technique, called conditionally matching rules, for the representation of transition functions of cellular automata and its application to the evolutionary design of complex multi-state cellular automata. The problem of designing replicating loops in two-dimensional cellular automata and the square calculation in one-dimensional cellular automata will be treated as case studies. It will be shown that the evolutionary algorithm in combination with conditionally matching rules is able to successfully solve these tasks and provide some innovative results compared to existing solutions. In particular, a novel replication scheme will be presented that exhibits a higher replication speed in comparison with the existing replicating loops. As regards the square calculation, some results have been obtained that allow a substantial reduction of the number of steps of the cellular automaton against the currently known solution. The utilisation of the conditionally matching rules in the proposed experiments represents the first case of a successful automatic evolutionary design of complex cellular automata for solving non-trivial problems in which the existing conventional approaches have failed.
Czech name
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Czech description
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Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Project
<a href="/en/project/GA14-04197S" target="_blank" >GA14-04197S: Advanced Methods for Evolutionary Design of Complex Digital Circuits</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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