Publication Details

Cellular Automata-Based Development of Combinational and Polymorphic Circuits: A Comparative Study

BIDLO Michal and VAŠÍČEK Zdeněk. Cellular Automata-Based Development of Combinational and Polymorphic Circuits: A Comparative Study. In: Evolvable Systems: From Biology to Hardware. Lecture Notes in Computer Science, vol. 5216. Berlin: Springer Verlag, 2008, pp. 106-117. ISBN 978-3-540-85856-0.
Czech title
Vývin kombinačních a polymorfních obvodů založený na celulárních automatech: srovnávací studie
Type
conference paper
Language
english
Authors
Bidlo Michal, doc. Ing., Ph.D. (DCSY FIT BUT)
Vašíček Zdeněk, doc. Ing., Ph.D. (DCSY FIT BUT)
URL
Keywords

Evolutionary algorithm, development, cellular automaton, initial state, combinational circuit, polymorphic circuit.

Abstract

Cellular automata-based evolutionary development is presented for the design of single-function and polymorphic (two-function) combinational circuits. The impact of evolution of the cellular automaton initial state on the success rate of the evolved solutions is investigated. The experiments show that it is more suitable to fix a proper initial state in order to increase the successfulness and speed of evolution. The proposed developmental model is capable to design a wide range of both single-function and polymorphic circuits.

Published
2008
Pages
106-117
Proceedings
Evolvable Systems: From Biology to Hardware
Series
Lecture Notes in Computer Science
Volume
5216
Conference
Evolvable Systems: From Biology to Hardware, Praha, CZ
ISBN
978-3-540-85856-0
Publisher
Springer Verlag
Place
Berlin, DE
BibTeX 
@INPROCEEDINGS{FITPUB8662,
   author = "Michal Bidlo and Zden\v{e}k Va\v{s}\'{i}\v{c}ek",
   title = "Cellular Automata-Based Development of Combinational and Polymorphic Circuits: A Comparative Study",
   pages = "106--117",
   booktitle = "Evolvable Systems: From Biology to Hardware",
   series = "Lecture Notes in Computer Science",
   volume = 5216,
   year = 2008,
   location = "Berlin, DE",
   publisher = "Springer Verlag",
   ISBN = "978-3-540-85856-0",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8662"
}
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