Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{BT94, author = "Tobias Blickle and Lothar Thiele", title = "Genetic Programming and Redundancy", booktitle = "Genetic Algorithms within the Framework of Evolutionary Computation (Workshop at KI-94, Saarbr{\"u}cken)", editor = "J. Hopf", publisher = "Max-Planck-Institut f{\"u}r Informatik (MPI-I-94-241)", address = " Im Stadtwald, Building 44, D-66123 Saarbr{\"u}cken, Germany ", pages = "33--38", year = "1994", keywords = "genetic algorithms, genetic programming", URL = "http://www.tik.ee.ethz.ch/~tec/publications/bt94/GPandRedundancy.ps.gz", size = "6 pages", notes = "From GP list Wed, 22 Mar 95 we did some work on the convergence problem and the redundancy in the trees in GP. It turned out that {"}bloating{"} is a property of GP that arises from the fact that more redundant trees have a higher probability to survive crossover. As a result, the redundant part of the trees grow bigger and bigger because the increased proportion of redundant {"}cut-sites{"} in the tree again lead to a higher probability to survive crossover. Gives a formula for tournament size related to proportion of crossover in a generational GP. Ie recommending T=10 for pc=0.9. This does not apply to steady state GA. ", }

Genetic Programming entries for Tobias Blickle Lothar Thiele