Created by W.Langdon from gp-bibliography.bib Revision:1.2031
@InProceedings{ito:1998:ddx,
author = "Takuya Ito and Hitoshi Iba and Satoshi Sato",
title = "Depth-Dependent Crossover for Genetic Programming",
booktitle = "Proceedings of the 1998 IEEE World Congress on
Computational Intelligence",
year = "1998",
pages = "775--780",
address = "Anchorage, Alaska, USA",
month = "5-9 " # may,
publisher = "IEEE Press",
keywords = "genetic algorithms, genetic programming",
ISBN = "0-7803-4869-9",
file = "c135.pdf",
size = "6 pages",
abstract = "It is known that selection and crossover operators
contribute to generate solutions in GP. Traditionally,
crossover points are selected randomly by a normal
(canonical) crossover. However, the traditional method
has several difficulties that building blocks (i.e.
effective partial programs) are broken because of blind
application of the normal crossover. This paper
proposes a depth-dependent crossover for GP, in which
the depth selection ratio is varied according to the
depth of a node. This proposed method is to accumulate
building blocks via the encapsulation of the
depth-dependent crossover. We compare GP performance
with the depth-dependent crossover and that with the
normal crossover. Our experimental results clarify that
the superiority of the proposed crossover to the
normal.",
notes = "ICEC-98 Held In Conjunction With WCCI-98 --- 1998 IEEE
World Congress on Computational Intelligence",
}
Genetic Programming entries for Takuya Ito Hitoshi Iba Satoshi Sato