A Study in Program Response and the Negative Effects
of Introns in Genetic Programming
D. Andre, and A. Teller. Genetic Programming 1996: Proceedings of the First
Annual Conference, page 12--20. Stanford University, CA, USA, MIT Press, (28--31 July 1996)
Abstract
The standard method of obtaining a response in
tree-based genetic programming is to take the value
returned by the root node. In non-tree representations,
alternate methods have been explored. One alternative
is to treat a specific location in indexed memory as
the response value when the program terminates. The
purpose of this paper is to explore the applicability
of this technique to tree-structured programs and to
explore the intron effects that these studies bring to
light. This paper's experimental results support the
finding that this memory-based program response
technique is an improvement for some, but not all,
problems. In addition, this paper's experimental
results support the finding that, contrary to past
research and speculation, the addition or even
facilitation of introns can seriously degrade the
search performance of genetic programming.
%0 Conference Paper
%1 andre:1996:introns
%A Andre, David
%A Teller, Astro
%B Genetic Programming 1996: Proceedings of the First
Annual Conference
%C Stanford University, CA, USA
%D 1996
%E Koza, John R.
%E Goldberg, David E.
%E Fogel, David B.
%E Riolo, Rick L.
%I MIT Press
%K algorithms, genetic programming
%P 12--20
%T A Study in Program Response and the Negative Effects
of Introns in Genetic Programming
%U http://www.cs.cmu.edu/afs/cs/usr/astro/mosaic/TellerGP96/TellerGP96.html
%X The standard method of obtaining a response in
tree-based genetic programming is to take the value
returned by the root node. In non-tree representations,
alternate methods have been explored. One alternative
is to treat a specific location in indexed memory as
the response value when the program terminates. The
purpose of this paper is to explore the applicability
of this technique to tree-structured programs and to
explore the intron effects that these studies bring to
light. This paper's experimental results support the
finding that this memory-based program response
technique is an improvement for some, but not all,
problems. In addition, this paper's experimental
results support the finding that, contrary to past
research and speculation, the addition or even
facilitation of introns can seriously degrade the
search performance of genetic programming.
@inproceedings{andre:1996:introns,
abstract = {The standard method of obtaining a response in
tree-based genetic programming is to take the value
returned by the root node. In non-tree representations,
alternate methods have been explored. One alternative
is to treat a specific location in indexed memory as
the response value when the program terminates. The
purpose of this paper is to explore the applicability
of this technique to tree-structured programs and to
explore the intron effects that these studies bring to
light. This paper's experimental results support the
finding that this memory-based program response
technique is an improvement for some, but not all,
problems. In addition, this paper's experimental
results support the finding that, contrary to past
research and speculation, the addition or even
facilitation of introns can seriously degrade the
search performance of genetic programming.},
added-at = {2008-06-19T17:35:00.000+0200},
address = {Stanford University, CA, USA},
author = {Andre, David and Teller, Astro},
biburl = {https://www.bibsonomy.org/bibtex/2f31b37f6d74d83fe682b7893bb9e73f1/brazovayeye},
booktitle = {Genetic Programming 1996: Proceedings of the First
Annual Conference},
editor = {Koza, John R. and Goldberg, David E. and Fogel, David B. and Riolo, Rick L.},
interhash = {b053a2556ae7f26188a5cd34888872ef},
intrahash = {f31b37f6d74d83fe682b7893bb9e73f1},
keywords = {algorithms, genetic programming},
month = {28--31 July},
notes = {GP-96 html version available from
http://www.cs.cmu.edu/~astro/},
pages = {12--20},
publisher = {MIT Press},
size = {9 pages},
timestamp = {2008-06-19T17:35:43.000+0200},
title = {A Study in Program Response and the Negative Effects
of Introns in Genetic Programming},
url = {http://www.cs.cmu.edu/afs/cs/usr/astro/mosaic/TellerGP96/TellerGP96.html},
year = 1996
}