46 search results - page 9 / 10 » Symbolic regression in multicollinearity problems |
GECCO
2010
Springer
15 years 2 months ago
2010
Springer
The original mechanism by which evolutionary algorithms were to solve problems was to allow for the gradual discovery of sub-solutions to sub-problems, and the automated combinati...
EUROGP
2008
Springer
14 years 11 months ago
2008
Springer
We present PlasmidPL, a plasmid-inspired programming language designed for Genetic Programming (GP), and based on a chemical metaphor. The basic data structures in PlasmidPL are ci...
EUROGP
2010
Springer
2010
Springer
Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover
14 years 10 months ago
This paper examines the impact of semantic control on the ability of Genetic Programming (GP) to generalise via a semantic based crossover operator (Semantic Similarity based Cross...
GECCO
2003
Springer
15 years 2 months ago
2003
Springer
The performance of genetic programming relies mostly on population-contained variation. If the population diversity is low then there will be a greater chance of the algorithm bein...
GECCO
2004
Springer
15 years 2 months ago
2004
Springer
In this paper we examine the effects of single node mutations on trees evolved via genetic programming. The results show that neutral mutations are less likely for nodes nearer th...