Detail publikace

Gate-Level Evolutionary Development Using Cellular Automata

Originální název

Gate-Level Evolutionary Development Using Cellular Automata

Anglický název

Gate-Level Evolutionary Development Using Cellular Automata

Jazyk

en

Originální abstrakt

In this paper we present a novel evolutionary developmental technique for the design of the combinational circuits. This technique is based on the development one-dimensional uniform cellular automaton. The goal is to evolve a cellular automaton -- its local transition function and two different initial states from which a combinational circuit with a given functionality at the gate-level may be developed. The two evolved initial states are intended to demonstrate the ability of the developmental process to construct the given circuit by means of a single local transition function. Moreover, it will be shown that the developmental process is able to adapt also to other initial states than that were originally evolved, i.e. a working circuit possessing a different structure is created. The circuit functionality may be preserved even if the development of the cellular automaton continues after the original circuit was developed.

Anglický abstrakt

In this paper we present a novel evolutionary developmental technique for the design of the combinational circuits. This technique is based on the development one-dimensional uniform cellular automaton. The goal is to evolve a cellular automaton -- its local transition function and two different initial states from which a combinational circuit with a given functionality at the gate-level may be developed. The two evolved initial states are intended to demonstrate the ability of the developmental process to construct the given circuit by means of a single local transition function. Moreover, it will be shown that the developmental process is able to adapt also to other initial states than that were originally evolved, i.e. a working circuit possessing a different structure is created. The circuit functionality may be preserved even if the development of the cellular automaton continues after the original circuit was developed.

BibTex


@inproceedings{BUT32104,
  author="Michal {Bidlo} and Zdeněk {Vašíček}",
  title="Gate-Level Evolutionary Development Using Cellular Automata",
  annote="In this paper we present a novel evolutionary developmental technique for the
design of the combinational circuits. This technique is based on the development
one-dimensional uniform cellular automaton. The goal is to evolve a cellular
automaton -- its local transition function and two different initial states from
which a combinational circuit with a given functionality at the 
gate-level may be developed. The two evolved initial states are intended to
demonstrate the ability of the developmental process to construct the given
circuit by means of a single local transition function. Moreover, it will be
shown that the developmental process is able to adapt also to other initial 
states than that were originally evolved, i.e. a working circuit possessing
a different structure is created. The circuit functionality may be preserved even
if the development of the cellular automaton continues after the original circuit
was developed.",
  address="IEEE Computer Society Press",
  booktitle="2008 NASA/ESA Conference on Adaptive Hardware and Systems",
  chapter="32104",
  edition="NEUVEDEN",
  howpublished="print",
  institution="IEEE Computer Society Press",
  year="2008",
  month="june",
  pages="11--18",
  publisher="IEEE Computer Society Press",
  type="conference paper"
}