 |
    |
Keeping the Diversity with Small Populations Using Logic-Based Genetic Programming
Ken Taniguchi and Takao Terano
Graduate School of Business Sciences, University of Tsukuba, 3-29-1, Otsuka, Bunkyo-ku, Tokyo 112-0012, Japantaniguti@gssm.otsuka.tsukuba.ac.jp
terano@gssm.otsuka.tsukuba.ac.jp
http://www.gssm.otsuka.tsukuba.ac.jp/staff/terano/
Abstract. We present a new method of Logic-Based Genetic Programming (LBGP). Using the intrinsic mechanism of backtracking in Prolog, we utilize large individual programs with redundant clauses, and apply them to small populations. Our method is validated by the experiments about Symbolic Regression, and XOR problems.
LNCS 3103, p. 724 f.
lncs@springer.de
© Springer-Verlag Berlin Heidelberg 2004