A Developmental Method for Growing Graphs and Circuits
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{miller:2003:ICES,
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author = "Julian F. Miller and Peter Thomson",
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title = "A Developmental Method for Growing Graphs and
Circuits",
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booktitle = "Evolvable Systems: From Biology to Hardware, Fifth
International Conference, ICES 2003",
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year = "2003",
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editor = "Andy M. Tyrrell and Pauline C. Haddow and
Jim Torresen",
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volume = "2606",
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series = "LNCS",
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pages = "93--104",
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address = "Trondheim, Norway",
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month = "17-20 " # mar,
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publisher = "Springer-Verlag",
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ISBN = "3-540-00730-X",
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keywords = "genetic algorithms, genetic programming",
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URL = "http://www.elec.york.ac.uk/intsys/users/jfm7/ices2003.pdf",
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DOI = "doi:10.1007/3-540-36553-2_9",
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abstract = "A review is given of approaches to growing neural
networks and electronic circuits. A new method for
growing graphs and circuits using a developmental
process is discussed. The method is inspired by the
view that the cell is the basic unit of biology.
Programs that construct circuits are evolved to build a
sequence of digital circuits at user specified
iterations. The programs can be run for an arbitrary
number of iterations so circuits of huge size could be
created that could not be evolved. It is shown that the
circuit building programs are capable of correctly
predicting the next circuit in a sequence of larger
even parity functions. The new method however finds
building specific circuits more difficult than a
non-developmental method.",
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notes = "ICES-2003",
- }
Genetic Programming entries for
Julian F Miller
Peter Thomson
Citations