Evolution of Complex Emergent Behaviour in Multi-State Cellular Automata
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F16%3APU121624" target="_blank" >RIV/00216305:26230/16:PU121624 - isvavai.cz</a>
Result on the web
<a href="http://dl.acm.org/citation.cfm?id=2930947" target="_blank" >http://dl.acm.org/citation.cfm?id=2930947</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1145/2908961.2930947" target="_blank" >10.1145/2908961.2930947</a>
Alternative languages
Result language
angličtina
Original language name
Evolution of Complex Emergent Behaviour in Multi-State Cellular Automata
Original language description
The paper presents 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 emergent behaviour. The square calculation in one-dimensional cellular automata and problem of designing replicating loops in two-dimensional cellular automata will be treated as case studies. It will be shown that the evolutionary algorithm in combination with the conditionally matching rules is able to successfully solve these tasks and provide some innovative results in comparison with the existing solutions.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
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)
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion
ISBN
978-1-4503-4323-7
ISSN
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e-ISSN
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Number of pages
2
Pages from-to
157-158
Publisher name
Association for Computing Machinery
Place of publication
New York
Event location
Denver
Event date
Jul 20, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000383741800079