835 search results - page 39 / 167 » Dynamic populations in genetic algorithms |
100
Voted
GECCO
2007
Springer
15 years 6 months ago
2007
Springer
This paper analyzes the scalability of the population size required in XCS to maintain niches that are infrequently activated. Facetwise models have been developed to predict the ...
112
Voted
GECCO
2010
Springer
15 years 20 days ago
2010
Springer
To complement standard fitness functions, we propose "Fitness Importance" (FI) as a novel meta-heuristic for online learning systems. We define FI and show how it can be...
GECCO
2003
Springer
15 years 5 months ago
2003
Springer
Evolutionary and genetic algorithms (EAs and GAs) are quite successful randomized function optimizers. This success is mainly based on the interaction of different operators like ...
98
Voted
IJIT
2004
15 years 1 months ago
2004
In this contribution, the use of a new genetic operator is proposed. The main advantage of using this operator is that it is able to assist the evolution procedure to converge fast...
89
Voted
AE
2003
Springer
15 years 5 months ago
2003
Springer
In this work we study how using multiple communicating populations instead of a single panmictic one may help in maintaining diversity during GP runs. After defining suitable geno...