Automatic Synthesis, Placement, and Routing of Electrical Circuits by Means of Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InCollection{koza:1999:aigp3,
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author = "John R. Koza and Forrest H {Bennett III}",
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title = "Automatic Synthesis, Placement, and Routing of
Electrical Circuits by Means of Genetic Programming",
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booktitle = "Advances in Genetic Programming 3",
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publisher = "MIT Press",
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year = "1999",
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editor = "Lee Spector and William B. Langdon and
Una-May O'Reilly and Peter J. Angeline",
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chapter = "6",
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pages = "105--134",
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address = "Cambridge, MA, USA",
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month = jun,
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keywords = "genetic algorithms, genetic programming",
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ISBN = "0-262-19423-6",
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URL = "http://www.cs.ucl.ac.uk/staff/W.Langdon/aigp3/ch16.pdf",
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DOI = "doi:10.7551/mitpress/1110.003.0009",
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abstract = "The design of an electrical circuit entails creation
of the circuit's topology, sizing, placement, and
routing. Each of these tasks is either vexatious or
computationally intractable. Design engineers typically
perform these tasks sequentially - thus forcing the
engineer to grapple with one vexatious or intractable
problem after another. We describe a holistic approach
to the automatic creation of a circuit's topology,
sizing, placement, and routing. This approach starts
with a high level statement of the requirements for the
desired circuit and uses genetic programming to
automatically and simultaneously create the circuit's
topology, sizing, placement, and routing. The approach
is illustrated with the problem of designing an analog
lowpass filter circuit. The fitness measure for a
candidate circuit considers the area of the fully
laid-out circuit as well as whether the circuit passes
or suppresses the appropriate frequencies. Genetic
programming requires only about 11/2orders of magnitude
more computer time to create the circuit's topology,
sizing, placement, and routing than to create the
topology and sizing for this illustrative problem.",
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notes = "AiGP3 See http://cognet.mit.edu",
- }
Genetic Programming entries for
John Koza
Forrest Bennett
Citations