Design of a 96 Decibel operational amplifier and other problems for which a computer program evolved by genetic programming is competitive with human performance
Created by W.Langdon from
gp-bibliography.bib Revision:1.7970
- @InProceedings{koza:1996:96db,
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author = "John R. Koza and David Andre and
Forrest H {Bennett III} and Martin A. Keane",
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title = "Design of a 96 Decibel operational amplifier and other
problems for which a computer program evolved by
genetic programming is competitive with human
performance",
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booktitle = "Proceedings of l996 Japan-China Joint International
Workshop on Information Systems",
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year = "1996",
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editor = "Mitsuo Gen and Weixuan Zu",
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pages = "30--49",
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address = "Ashikaga",
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month = "4-16 " # oct,
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organisation = "Ashikaga Institute of Technology",
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keywords = "genetic algorithms, genetic programming",
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URL = "http://www.genetic-programming.com/jkpdf/ashikaga1996.pdf",
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abstract = "It would be desirable if computers could solve
problems without the need for a human to write the
detailed programmatic steps. That is, it would be
desirable to have a domain-independent automatic
programming technique in which {"}What You Want Is What
You Get{"} ({"}WYWIWYG{"} -p; pronounced
{"}wow-eee-wig{"}). Genetic programming is such a
technique. This paper surveys three recent examples of
problems (one from the field of cellular automata and
two from the fields of molecular biology) in which
genetic programming evolved a computer program that
produced results that were slightly better than human
performance for the same problem. This paper then
discusses a fourth problem in greater detail and
demonstrates that a design for a low-distortion 96
decibel op amp (including both topology and component
sizing) can be evolved using genetic programming. The
information that the user must supply to genetic
programming consists of the parts bin (transistors,
resistors, and capacitors) and the fitness measure for
the major operating characteristics of an op amp.",
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notes = "Invited paper",
- }
Genetic Programming entries for
John Koza
David Andre
Forrest Bennett
Martin A Keane
Citations