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Synthesis of logic circuits with evolutionary algorithms [electronic resource].

Published
Washington, D.C. : United States. Dept. of Energy, 2000.
Oak Ridge, Tenn. : Distributed by the Office of Scientific and Technical Information, U.S. Dept. of Energy.
Physical Description
8 pages : digital, PDF file
Additional Creators
Sandia National Laboratories, United States. Department of Energy, and United States. Department of Energy. Office of Scientific and Technical Information
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Summary
In the last decade there has been interest and research in the area of designing circuits with genetic algorithms, evolutionary algorithms, and genetic programming. However, the ability to design circuits of the size and complexity required by modern engineering design problems, simply by specifying required outputs for given inputs has as yet eluded researchers. This paper describes current research in the area of designing logic circuits using an evolutionary algorithm. The goal of the research is to improve the effectiveness of this method and make it a practical aid for design engineers. A novel method of implementing the algorithm is introduced, and results are presented for various multiprocessing systems. In addition to evolving standard arithmetic circuits, work in the area of evolving circuits that perform digital signal processing tasks is described.
Report Numbers
E 1.99:sand2000-0289c
sand2000-0289c
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Note
Published through SciTech Connect.
01/26/2000.
"sand2000-0289c"
GECCO - 2000, Las Vegas, NV (US), 07/08/2000--07/12/2000.
DAVIDSON,GEORGE S.; JONES,JAKE S.
Funding Information
AC04-94AL85000
View MARC record | catkey: 14105800