We present an investigation into constant creation in
Grammatical Evolution (GE), a form of grammar-based
Genetic Programming (GP). The methods for constant
creation evaluated include digit Concatenation (Cat)
and a grammatical version of ephemeral random constants
called persistent random constants. Experiments
conducted on a diverse range of benchmark problems
uncover clear advantages for a digit Cat approach.
%0 Journal Article
%1 Dempsey:2007:IJICA
%A Dempsey, Ian
%A O'Neill, Michael
%A Brabazon, Anthony
%D 2007
%J International Journal of Innovative Computing and
Applications
%K algorithms, based concatenation, constant constants constants, creation, digit ephemeral evolution, genetic grammar grammatical persistent programming, random
%N 1
%P 23--38
%R doi:10.1504/IJICA.2007.013399
%T Constant Creation in Grammatical Evolution
%U http://www.inderscience.com/search/index.php?action=record&rec_id=13399&prevQuery=&ps=10&m=or
%V 1
%X We present an investigation into constant creation in
Grammatical Evolution (GE), a form of grammar-based
Genetic Programming (GP). The methods for constant
creation evaluated include digit Concatenation (Cat)
and a grammatical version of ephemeral random constants
called persistent random constants. Experiments
conducted on a diverse range of benchmark problems
uncover clear advantages for a digit Cat approach.
@article{Dempsey:2007:IJICA,
abstract = {We present an investigation into constant creation in
Grammatical Evolution (GE), a form of grammar-based
Genetic Programming (GP). The methods for constant
creation evaluated include digit Concatenation (Cat)
and a grammatical version of ephemeral random constants
called persistent random constants. Experiments
conducted on a diverse range of benchmark problems
uncover clear advantages for a digit Cat approach.},
added-at = {2008-06-19T17:35:00.000+0200},
author = {Dempsey, Ian and O'Neill, Michael and Brabazon, Anthony},
biburl = {https://www.bibsonomy.org/bibtex/26212a17812fc14ff97318b6b17905c95/brazovayeye},
doi = {doi:10.1504/IJICA.2007.013399},
interhash = {887c9bcb013d6ed968f1717693d626f9},
intrahash = {6212a17812fc14ff97318b6b17905c95},
journal = {International Journal of Innovative Computing and
Applications},
keywords = {algorithms, based concatenation, constant constants constants, creation, digit ephemeral evolution, genetic grammar grammatical persistent programming, random},
number = 1,
pages = {23--38},
timestamp = {2008-06-19T17:38:35.000+0200},
title = {Constant Creation in Grammatical Evolution},
url = {http://www.inderscience.com/search/index.php?action=record&rec_id=13399&prevQuery=&ps=10&m=or},
volume = 1,
year = 2007
}