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BIDLO, M. VAŠÍČEK, Z.
Original Title
Cellular Automata-Based Development of Combinational and Polymorphic Circuits: A Comparative Study
Type
article in a collection out of WoS and Scopus
Language
English
Original 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.
Keywords
Evolutionary algorithm, development, cellular automaton, initial state, combinational circuit, polymorphic circuit.
Authors
BIDLO, M.; VAŠÍČEK, Z.
RIV year
2008
Released
1. 8. 2008
Publisher
Springer Verlag
Location
Berlin
ISBN
978-3-540-85856-0
Book
Evolvable Systems: From Biology to Hardware
Edition
Lecture Notes in Computer Science
Pages from
106
Pages to
117
Pages count
12
URL
http://www.fit.vutbr.cz/~bidlom/Papers/2008/ices2008.pdf
BibTex
@inproceedings{BUT30900, author="Michal {Bidlo} and Zdeněk {Vašíček}", title="Cellular Automata-Based Development of Combinational and Polymorphic Circuits: A Comparative Study", booktitle="Evolvable Systems: From Biology to Hardware", year="2008", series="Lecture Notes in Computer Science", volume="5216", pages="106--117", publisher="Springer Verlag", address="Berlin", isbn="978-3-540-85856-0", url="http://www.fit.vutbr.cz/~bidlom/Papers/2008/ices2008.pdf" }