GECCO
2010
Springer
14 years 2 months ago
2010
Springer
Estimation-of-distribution algorithm equipped with Cauchy distribution (Cauchy EDA) is compared with Rosenbrock’s local search algorithm. Both algorithms were already presented ...
GECCO
2010
Springer
14 years 2 months ago
2010
Springer
GECCO
2010
Springer
2010
Springer
Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noisy BBOB-2010 testbed
14 years 2 months ago
Sequential selection, introduced for Evolution Strategies (ESs) with the aim of accelerating their convergence, consists in performing the evaluations of the different offspring...
GECCO
2010
Springer
14 years 2 months ago
2010
Springer
This paper investigates the impact of sequential selection, a concept recently introduced for Evolution Strategies (ESs). Sequential selection performs the evaluations of the di...
GECCO
2010
Springer
14 years 2 months ago
2010
Springer
Developing dispatching rules for manufacturing systems is a tedious process, which is time- and cost-consuming. Since there is no good general rule for different scenarios and ob...
GECCO
2010
Springer
14 years 2 months ago
2010
Springer
To successfully search multiple coadaptive subcomponents in a solution, we developed a novel cooperative evolutionary algorithm based on a new computational multilevel selection f...
GECCO
2010
Springer
14 years 2 months ago
2010
Springer
Evolving multiple robots so that each robot acting independently can contribute to the maximization of a system level objective presents significant scientific challenges. For e...
GECCO
2010
Springer
14 years 2 months ago
2010
Springer
GECCO
2010
Springer
14 years 2 months ago
2010
Springer
In this paper, the advantages of introducing an additional amount of tests when evolving parameters for specific purposes is discussed. A set of optimal PID-controller parameters...
EUROGP
2010
Springer
14 years 2 months ago
2010
Springer
We propose a new framework based on Genetic Programming (GP) to automatically decompose problems into smaller and simpler tasks. The framework uses GP at two levels. At the top lev...