Conference paper

BIDLO, M., SLANÝ, K. and VAŠÍČEK, Z.. Sorting Network Development Using Cellular Automata. In: Evolvable Systems: From Biology to Hardware. London: Springer London, 2010, pp. 85-96. ISBN 978-3-642-15322-8. Available from: http://link.springer.com/chapter/10.1007%2F978-3-642-15323-5_8
Publication language:english
Original title:Sorting Network Development Using Cellular Automata
Title (cs):Vývoj řadicích sítí s využitím celulárních automatů
Pages:85-96
Proceedings:Evolvable Systems: From Biology to Hardware
Conference:The 9th International Conference on Evolvable Systems: From Biology to Hardware
Series:9th International Conference, ICES 2010, York, UK, September 6-8, 2010, Proceedings, LNCS 6274
Place:London, GB
Year:2010
URL:http://link.springer.com/chapter/10.1007%2F978-3-642-15323-5_8
ISBN:978-3-642-15322-8
Publisher:Springer London
URL:http://www.fit.vutbr.cz/~bidlom/Papers/2010/ices2010.pdf [PDF]
Keywords
Evolutionary algorithm, development, cellular automaton, sorting network, generative encoding.
Annotation
The sorting network design represents a task that has often been considered as a benchmark for various applications of evolutionary
design and optimization techniques. Although the specific structure of this class of circuits allows to use a simple encoding in combination with additional mechanisms for optimizing the area- and delay-efficiency of designed sorting networks, the design of large sorting networks represents a difficult task. This paper proposes a novel cellular automaton-based approach for the development of specific instances of sorting networks. In order to explore the area of generative cellular automata applied on this specific circuit structures, two dierent encodings are introduced: (1) an absolute encoding and (2) a relative encoding. The abilities of the both techniques are investigated and a comparative study is provided considering a variety of experimental settings.
BibTeX:
@INPROCEEDINGS{
   author = {Michal Bidlo and Karel Slaný and Zdeněk Vašíček},
   title = {Sorting Network Development Using Cellular Automata},
   pages = {85--96},
   booktitle = {Evolvable Systems: From Biology to Hardware},
   series = {9th International Conference, ICES 2010, York, UK, September
	6-8, 2010, Proceedings, LNCS 6274},
   year = {2010},
   location = {London, GB},
   publisher = {Springer London},
   ISBN = {978-3-642-15322-8},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php.en?id=9291}
}

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