Improved diagnostics for the incipient faults in analog circuits using LSSVM based on PSO algorithm with Mahalanobis distance.
Bing LongWeiming XianMin LiHoujun WangPublished in: Neurocomputing (2014)
Keyphrases
- pso algorithm
- mahalanobis distance
- analog circuits
- particle swarm optimization
- fault diagnosis
- ls svm
- particle swarm optimization pso
- global optimization
- rbf neural network
- euclidean distance
- expert systems
- improved algorithm
- bp neural network
- noise model
- covariance matrix
- neural network
- multi objective
- genetic algorithm ga
- differential evolution
- image processing
- optimization algorithm
- genetic algorithm
- supervised learning
- control system
- optimal solution