35 search results - page 1 / 7 » Genetic Programming, Validation Sets, and Parsimony Pressure |
CORR
2006
Springer
13 years 4 months ago
2006
Springer
Fitness functions based on test cases are very common in Genetic Programming (GP). This process can be assimilated to a learning task, with the inference of models from a limited n...
GECCO
2008
Springer
13 years 5 months ago
2008
Springer
The parsimony pressure method is perhaps the simplest and most frequently used method to control bloat in genetic programming. In this paper we first reconsider the size evolutio...
EC
1998
13 years 3 months ago
1998
Parsimony pressure, the explicit penalization of larger programs, has been increasingly used as a means of controlling code growth in genetic programming. However, in many cases p...
INFORMS
2010
13 years 2 months ago
2010
Haplotyping estimation from aligned Single Nucleotide Polymorphism (SNP) fragments has attracted more and more attention in the recent years due to its importance in analysis of m...
GECCO
2004
Springer
13 years 9 months ago
2004
Springer
Abstract. Bloat control is an important aspect of evolutionary computation methods, such as genetic programming, which must deal with genomes of arbitrary size. We introduce three ...