45 search results - page 1 / 9 » Dynamic niching in evolution strategies with covariance matr... |
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
Abstract- Evolutionary Algorithms (EAs) have the tendency to converge quickly into a single solution in the search space. However, many complex search problems require the identi...
CEC
2007
IEEE
13 years 8 months ago
2007
IEEE
Existing niching techniques commonly use the Euclidean distance metric in the decision space for the classification of feasible solutions to the niches under formation. This approa...
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
A survey of niching algorithms, based on 5 variants of derandomized Evolution Strategies (ES), is introduced. This set of niching algorithms, ranging from the very first derandom...
PPSN
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. Evolution Strategies, Evolutionary Algorithms based on Gaussian mutation and deterministic selection, are today considered the best choice as far as parameter optimizatio...
KI
2009
Springer
13 years 11 months ago
2009
Springer
Many practical optimization problems are constrained black boxes. Covariance Matrix Adaptation Evolution Strategies (CMA-ES) belong to the most successful black box optimization me...