Incremental Evolution in Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{winkeler:1998:ieGP,

• author = "Jay F. Winkeler and B. S. Manjunath",
• title = "Incremental Evolution in Genetic Programming",
• booktitle = "Genetic Programming 1998: Proceedings of the Third Annual Conference",
• year = "1998",
• 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",
• pages = "403--411",
• address = "University of Wisconsin, Madison, Wisconsin, USA",
• publisher_address = "San Francisco, CA, USA",
• month = "22-25 " # jul,
• publisher = "Morgan Kaufmann",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "1-55860-548-7",
• URL = "http://vision.ece.ucsb.edu/publications/98GP.pdf",
• size = "9 pages",
• 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.",
• notes = "GP-98",

}

Genetic Programming entries for Jay F Winkeler B S Manjunath

Citations