Incremental Evolution in Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{winkeler:1998:ieGP,
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author = "Jay F. Winkeler and B. S. Manjunath",
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title = "Incremental Evolution in Genetic Programming",
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booktitle = "Genetic Programming 1998: Proceedings of the Third
Annual Conference",
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year = "1998",
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editor = "John R. Koza and Wolfgang Banzhaf and
Kumar Chellapilla and Kalyanmoy Deb and Marco Dorigo and
David B. Fogel and Max H. Garzon and
David E. Goldberg and Hitoshi Iba and Rick Riolo",
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pages = "403--411",
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address = "University of Wisconsin, Madison, Wisconsin, USA",
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publisher_address = "San Francisco, CA, USA",
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month = "22-25 " # jul,
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publisher = "Morgan Kaufmann",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "1-55860-548-7",
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URL = "http://vision.ece.ucsb.edu/publications/98GP.pdf",
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size = "9 pages",
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abstract = "This paper presents a study of different methods of
using incremental evolution with genetic programming.
Incremental evolution begins with a population already
trained for a simpler but related task. No other
systematic study of this method seems to be available.
Experimental evidence shows the technique provides a
dependable means of speeding up the solution of complex
problems with genetic programming. A novel approach
that protects against poor choices of problem
simplifications is proposed, improving performance.
Testing performed on tracking problems of multiple
stages is analysed.",
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notes = "GP-98",
- }
Genetic Programming entries for
Jay F Winkeler
B S Manjunath
Citations