Detail publikačního výsledku

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

BIDLO, M.; VAŠÍČEK, Z.

Original Title

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

English Title

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

Type

Paper in proceedings outside WoS and Scopus

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.

English 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.

Key words in English

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

Authors

BIDLO, M.; VAŠÍČEK, Z.

RIV year

2010

Released

01.08.2008

Publisher

Springer Verlag

Location

Berlin

ISBN

978-3-540-85856-0

Book

Evolvable Systems: From Biology to Hardware

Edition

Lecture Notes in Computer Science

Volume

5216

Pages from

106

Pages to

117

Pages count

12

URL

http://www.fit.vutbr.cz/~bidlom/Papers/2008/ices2008.pdf

Full text in the Digital Library

http://hdl.handle.net/

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"
}