370 search results - page 4 / 74 » Evolving neural network ensembles for control problems |
IDEAL
2004
Springer
13 years 11 months ago
2004
Springer
In order for a neural network ensemble to generalise properly, two factors are considered vital. One is the diversity and the other is the accuracy of the networks that comprise th...
EPS
1998
Springer
13 years 10 months ago
1998
Springer
This paperpresentsa new approachto the evolutionof neuralnetworks. A linear chromosome combined with a grid-based representation of the network and a new crossover operator allow t...
ICANN
2005
Springer
13 years 11 months ago
2005
Springer
Abstract. In practice, almost all control systems in use today implement some form of linear control. However, there are many tasks for which conventional control engineering metho...
EUROGP
1999
Springer
13 years 10 months ago
1999
Springer
– This article presents a new approach to the evolution of controllers for autonomous agents. We propose the evolution of a connectionist structure where each node has an associa...
GECCO
2010
Springer
13 years 10 months ago
2010
Springer
We propose a new indirect encoding scheme for neural networks in which the weight matrices are represented in the frequency domain by sets of Fourier coefficients. This scheme exp...