144 search results - page 3 / 29 » Training approaches in neural enhancement for multiobjective... |
TNN
2010
13 years 14 days ago
2010
In this paper, we present the evolution of adaptive resonance theory (ART) neural network architectures (classifiers) using a multiobjective optimization approach. In particular, w...
GECCO
2009
Springer
13 years 3 months ago
2009
Springer
The generation of robot controllers for a task requiring a sequence of elementary behaviors is still a challenge. If these behaviors are known, intermediate steps can be given to ...
GECCO
2005
Springer
13 years 11 months ago
2005
Springer
This paper shows that a novel hybrid algorithm, Breeding Swarms, performs equal to, or better than, Genetic Algorithms and Particle Swarm Optimizers when training recurrent neural...
GECCO
2000
Springer
13 years 9 months ago
2000
Springer
Optimization of the control parameters of genetic algorithms is often a time consuming and tedious task. In this work we take the meta-level genetic algorithm approach to control ...
BMCBI
2006
13 years 5 months ago
2006
Background: Particle Swarm Optimization (PSO) is an established method for parameter optimization. It represents a population-based adaptive optimization technique that is influen...