The Design of Analog Circuits by Means of Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InCollection{koza:1999:dacGP,
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author = "John Koza and Forrest H {Bennett III} and
David Andre and Martin A. Keane",
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title = "The Design of Analog Circuits by Means of Genetic
Programming",
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booktitle = "Evolutionary Design by Computers",
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publisher = "Morgan Kaufmann",
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year = "1999",
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editor = "Peter Bentley",
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chapter = "16",
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pages = "365--385",
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address = "San Francisco, USA",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "1-55860-605-X",
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URL = "http://www.genetic-programming.com/jkpdf/edc1999.pdf",
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URL = "http://www.cs.ucl.ac.uk/staff/P.Bentley/evdes.html",
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abstract = "In this chapter, genetic programming succeeded in
evolving both the topology and sizing of six different
prototypical analog electrical circuits, including a
lowpass filter, a highpass filter, a tri-state
frequency discriminator circuit, a 60 dB amplifier, a
computational circuit for the square root, and a
time-optimal robot controller circuit. All six of these
genetically evolved circuits constitute instances of an
evolutionary computation technique solving a problem
that is usually thought to require human intelligence.
There has previously been no general automated
technique for synthesizing an analog electrical circuit
from a high-level statement of the circuit's desired
behavior. The approach using genetic programming to the
problem of analog circuit synthesis is general; it can
be directly applied to other problems of analog circuit
synthesis. Each of the problems in this chapter
illustrates the automatic creation of a satisfactory
way of how to do it from a high-level statement of what
needs to be done.",
- }
Genetic Programming entries for
John Koza
Forrest Bennett
David Andre
Martin A Keane
Citations