Constructive Induction using Genetic Programming

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

@InProceedings{bensusan:1996:ciGP,

• author = "Hilan Bensusan and Ibrahim Kuscu",
• title = "Constructive Induction using Genetic Programming",
• booktitle = "ICML'96, Evolutionary computing and Machine Learning Workshop",
• year = "1996",
• editor = "T. Fogarty and G. Venturini",
• keywords = "genetic algorithms, genetic programming",
• broken = "http://www.cogs.susx.ac.uk/users/ibrahim/ciga.ps",
• broken = "http://www.cogs.susx.ac.uk/users/hilanb/ciga.ps",
• URL = "http://citeseer.ist.psu.edu/cache/papers/cs/735/http:zSzzSzwww.cogs.susx.ac.ukzSzuserszSzhilanbzSzciga.pdf/constructive-induction-using-genetic.pdf",
• URL = "http://citeseer.ist.psu.edu/152060.html",
• size = "6 pages",
• abstract = "A constructive induction model using genetic programming is presented. The model evolves new attributes starting from a random population of possible attributes constructed as functions of the original attributes. The model is tested on hard supervised learning problems and its performance is compared with backpropagation and C4.5. The performance of the system on learning incomplete 4-bit parity is reported to be better.",
• notes = "Details from http://www.cogs.susx.ac.uk/users/ibrahim/academic.html",

}

Genetic Programming entries for Hilan Bensusan Ibrahim Kuscu

Citations