50 search results - page 1 / 10 » Genetic programming: optimal population sizes for varying co... |
GECCO
2006
Springer
13 years 8 months ago
2006
Springer
The population size in evolutionary computation is a significant parameter affecting computational effort and the ability to successfully evolve solutions. We find that population...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. Genetic Programming often uses excessive computational resources because the population size and the maximum number of generations per run are not optimized. We have deve...
GECCO
2009
Springer
13 years 9 months ago
2009
Springer
A new model of Genetic Programming with variable size population is presented in this paper and applied to the reconstruction of target functions in dynamic environments (i.e. pro...
FLAIRS
2006
13 years 6 months ago
2006
In this paper we test whether a correlation exists between the optimal mutation rate and problem difficulty. We find that the range of optimal mutation rates is inversely proporti...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
With the exception of a small body of adaptive-parameter literature, evolutionary computation has traditionally favored keeping the population size constant through the course of t...