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GECCO
2003
Springer
15 years 2 months ago
2003
Springer
Evolutionary Testing (ET) has been shown to be very successful in testing real world applications [16]. However, it has been pointed out [11], that further research is necessary if...
GECCO
2003
Springer
15 years 2 months ago
2003
Springer
Abstract. This paper describes the application of four evolutionary algorithms to the pruning of neural networks used in classification problems. Besides of a simple genetic algor...
GECCO
2003
Springer
15 years 2 months ago
2003
Springer
Abstract. There are conflicting reports over whether multiple independent runs of genetic algorithms (GAs) with small populations can reach solutions of higher quality or can fin...
GECCO
2003
Springer
15 years 2 months ago
2003
Springer
Abstract. To improve the efficiency of the currently known evolutionary algorithms, we have proposed two complementary efficiency speed-up strategies in our previous research work ...
GECCO
2003
Springer
15 years 2 months ago
2003
Springer
Abstract. Theoretical and empirical evidence exists that the hierarchical Bayesian optimization algorithm (hBOA) can solve challenging hierarchical problems and anything easier. Th...