A Review of Theoretical and Experimental Results on
Schemata in Genetic Programming
R. Poli, and W. Langdon. Technical Report, CSRP-97-27. University of Birmingham, B15 2TT, UK, (November 1997)
Abstract
Schemata and the schema theorem, although criticised,
are often used to explain why genetic algorithms (GAs)
work. A considerable research effort has been produced
recently to extend the GA schema theory to Genetic
Programming (GP). In this paper we review the main
results available to date in the theory of schemata for
GP and some recent experimental work on schemata.
%0 Report
%1 poli:1997:tesTR
%A Poli, Riccardo
%A Langdon, W. B.
%C B15 2TT, UK
%D 1997
%K algorithms, genetic programming
%N CSRP-97-27
%T A Review of Theoretical and Experimental Results on
Schemata in Genetic Programming
%U ftp://ftp.cs.bham.ac.uk/pub/tech-reports/1997/CSRP-97-27.ps.gz
%X Schemata and the schema theorem, although criticised,
are often used to explain why genetic algorithms (GAs)
work. A considerable research effort has been produced
recently to extend the GA schema theory to Genetic
Programming (GP). In this paper we review the main
results available to date in the theory of schemata for
GP and some recent experimental work on schemata.
@techreport{poli:1997:tesTR,
abstract = {Schemata and the schema theorem, although criticised,
are often used to explain why genetic algorithms (GAs)
work. A considerable research effort has been produced
recently to extend the GA schema theory to Genetic
Programming (GP). In this paper we review the main
results available to date in the theory of schemata for
GP and some recent experimental work on schemata.},
added-at = {2008-06-19T17:46:40.000+0200},
address = {B15 2TT, UK},
author = {Poli, Riccardo and Langdon, W. B.},
biburl = {https://www.bibsonomy.org/bibtex/29f006be925646ffa1157c220175f03d8/brazovayeye},
institution = {University of Birmingham},
interhash = {6b5722e85581259c7382fd6131366b11},
intrahash = {9f006be925646ffa1157c220175f03d8},
keywords = {algorithms, genetic programming},
month = {November},
note = {Presented at ET-97},
number = {CSRP-97-27},
size = {16 pages},
timestamp = {2008-06-19T17:49:40.000+0200},
title = {A Review of Theoretical and Experimental Results on
Schemata in Genetic Programming},
type = {Technical Report},
url = {ftp://ftp.cs.bham.ac.uk/pub/tech-reports/1997/CSRP-97-27.ps.gz},
year = 1997
}