Reuse, parameterized reuse, and hierarchical reuse of substructures in evolving electrical circuits using genetic programming   [GP]

by

Koza, J., R., Bennett III, F., H., Andre, D. and Keane, M., A.

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Info: Proceedings of International Conference on Evolvable Systems: From Biology to Hardware (ICES-96) (Conference proceedings), 1996
Keywords:genetic algorithms, genetic programming
Abstract:
Most practical electrical circuits contain modular substructures that are repeatedly used to create the overall circuit. Genetic programming [GP] with automatically defined functions [ADF] and architecture-altering operations successfully evolved a design for a two-band crossover (woofer and tweeter) filter with a crossover frequency of 2,512 Hz. Both the topology and the sizing (numerical values) for each component of a the circuit were evolved. In the evolved circuit, three different electrical substructures were used; one was invoked five times; and one was invoked as part of a hierarchy; and one substructure was invoked with different numerical arguments so that different numerical component values were assigned to the substructure's components.
Notes:
URL=version 1 as presented at the conference http://www.etl.go.jp:8080/etl/kikou/ICES96/
URL(s):Postscript
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BibTex:
@InProceedings{koza:1996:icesadf,
  author =       "John R. Koza and Forrest H {Bennett III} and David
                 Andre and Martin A Keane",
  title =        "Reuse, parameterized reuse, and hierarchical reuse of
                 substructures in evolving electrical circuits using
                 genetic programming",
  booktitle =    "Proceedings of International Conference on Evolvable
                 Systems: From Biology to Hardware (ICES-96)",
  year =         "1996",
  editor =       "Tetsuya Higuchi and Iwata Masaya and Weixin Liu",
  volume =       "1259",
  series =       "Lecture Notes in Computer Science",
  address =      "Tsukuba, Japan",
  publisher_address = "Berlin, Germany",
  month =        "7-8 " # oct,
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "3-540-63173-9",
  ISSN =         "0302-9743",
  LCCN =         "QA76.618 .I57 1996",
  bibdate =      "Mon Nov 24 10:31:37 1997",
  acknowledgement = ack-nhfb,
  URL =          "http://www-cs-faculty.stanford.edu/~koza/ICESADF.ps",
  size =         "13 pages",
  abstract =     "Most practical electrical circuits contain modular
                 substructures that are repeatedly used to create the
                 overall circuit. Genetic programming with automatically
                 defined functions and architecture-altering operations
                 successfully evolved a design for a two-band crossover
                 (woofer and tweeter) filter with a crossover frequency
                 of 2,512 Hz. Both the topology and the sizing
                 (numerical values) for each component of a the circuit
                 were evolved. In the evolved circuit, three different
                 electrical substructures were used; one was invoked
                 five times; and one was invoked as part of a hierarchy;
                 and one substructure was invoked with different
                 numerical arguments so that different numerical
                 component values were assigned to the substructure's
                 components.",
  notes =        "URL=version 1 as presented at the conference
                 http://www.etl.go.jp:8080/etl/kikou/ICES96/",
}