GECCO
2010
Springer
13 years 10 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
13 years 10 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
13 years 10 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
13 years 10 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
13 years 10 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
13 years 10 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
13 years 10 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
13 years 10 months ago
2010
Springer
GECCO
2010
Springer
13 years 10 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
13 years 10 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...