80 search results - page 1 / 16 » Particle Swarm Optimization of Fuzzy ARTMAP Parameters |
IJCNN
2006
IEEE
13 years 11 months ago
2006
IEEE
— In this paper a Particle Swarm Optimization (PSO)-based training strategy is introduced for fuzzy ARTMAP that minimizes generalization error while optimizing parameter values. ...
CEC
2010
IEEE
13 years 6 months ago
2010
IEEE
A key feature in population based optimization algorithms is the ability to explore a search space and make a decision based on multiple solutions. In this paper, an incremental le...
IJCNN
2007
IEEE
13 years 11 months ago
2007
IEEE
— In the process of learning a pattern I, the Fuzzy ARTMAP algorithm templates (i.e., the weight vectors corresponding to nodes of its category representation layer) compete for ...
JUCS
2007
13 years 4 months ago
2007
: Recently, Particle Swarm Optimization (PSO) algorithm has exhibited good performance across a wide range of application problems. A quick review of the literature reveals that re...
SASO
2009
IEEE
13 years 11 months ago
2009
IEEE
—Controlling particle swarm optimization is typically an unintuitive task, involving a process of adjusting low-level parameters of the system that often do not have obvious corr...