18 search results - page 1 / 4 » Sample Complexity of Real-Coded Evolutionary Algorithms |
FLAIRS
2003
13 years 11 months ago
2003
Researchers studying Evolutionary Algorithms and their applications have always been confronted with the sample complexity problem. The relationship between population size and gl...
GECCO
2004
Springer
14 years 3 months ago
2004
Springer
This paper describes a continuous estimation of distribution algorithm (EDA) to solve decomposable, real-valued optimization problems quickly, accurately, and reliably. This is the...
CCECE
2006
IEEE
14 years 3 months ago
2006
IEEE
In this paper, we introduce new algorithms for selecting taxon samples from large evolutionary trees, maintaining uniformity and randomness, under certain new constraints on the t...
EVOW
2003
Springer
14 years 3 months ago
2003
Springer
Abstract. Many evolutionary algorithm applications involve either fitness functions with high time complexity or large dimensionality (hence very many fitness evaluations will typi...
GECCO
2006
Springer
14 years 1 months ago
2006
Springer
A robust dynamic evolutionary algorithm (labeled RODEA), where both the robust calculation and mutation operator are based on an orthogonal design, is proposed in this paper. Prev...