110 search results - page 1 / 22 » A comparative study: function approximation with LWPR and XC... |
GECCO
2010
Springer
13 years 9 months ago
2010
Springer
GECCO
2006
Springer
13 years 8 months ago
2006
Springer
We study how different prediction update algorithms influence the performance of XCSF. We consider three classical parameter estimation algorithms (NLMS, RLS, and Kalman filter) a...
GECCO
2008
Springer
13 years 5 months ago
2008
Springer
The evolution strategy is one of the strongest evolutionary algorithms for optimizing real-value vectors. In this paper, we study how to use it for the evolution of prediction wei...
GECCO
2007
Springer
13 years 8 months ago
2007
Springer
In this paper we introduce XCSF with support vector prediction: the problem of learning the prediction function is solved as a support vector regression problem and each classifie...
GECCO
2006
Springer
13 years 8 months ago
2006
Springer
This papers presents a novel representation of classifier conditions based on convex hulls. A classifier condition is represented by a sets of points in the problem space. These p...