GECCO
2007
Springer
13 years 11 months ago
2007
Springer
Evolution strategy (ES) and particle swarm optimization (PSO) are two of the most popular research topics for tackling real-parameter optimization problems in evolutionary computa...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
One of the most controversial yet enduring hypotheses about what genetic algorithms (GAs) are good for concerns the idea that GAs process building-blocks. More specifically, it ha...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
Classical Evolutionary Programming (CEP) and Fast Evolutionary Programming (FEP) have been applied to realvalued function optimisation. Both of these techniques directly evolve th...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
Constrained continuous optimization is still an interesting field of research. Many heuristics have been proposed in the last decade. Most of them are based on penalty functions....
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
In a preliminary part of this paper, we analyze the necessity of randomness in evolution strategies. We conclude to the necessity of ”continuous”-randomness, but with a much m...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
Recent results show that the Differential Evolution algorithm has significant difficulty on functions that are not linearly separable. On such functions, the algorithm must rely...
GECCO
2007
Springer
13 years 11 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 ...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
The main motivation for using a multi–objective evolutionary algorithm for finding biclusters in gene expression data is motivated by the fact that when looking for biclusters ...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
Dividing the set of nodes into clusters in the well-known traveling salesman problem results in the generalized traveling salesman problem which seeking a tour with minimum cost p...