A Novel Approach for Diagnosis of Analog Circuit Fault by Using GMKL-SVM and PSO.
Chaolong ZhangYigang HeLifen YuanWei HeSheng XiangZhigang LiPublished in: J. Electron. Test. (2016)
Keyphrases
- fault diagnosis
- analog circuits
- bp neural network
- fault detection
- support vector machine svm
- support vector
- particle swarm optimization pso
- multiple faults
- neural network
- particle swarm optimization
- expert systems
- knn
- support vector machine
- wavelet packet transform
- pso algorithm
- particle swarm optimizer
- optimal parameters
- particle swarm optimization algorithm
- support vectors
- kernel function
- fuzzy logic
- multi objective
- fault isolation
- feature selection
- candidate pruning
- svm classifier
- genetic algorithm
- elastic net
- logistic regression
- convergence speed
- dynamic systems
- constraint satisfaction problems
- knowledge acquisition
- hidden markov models
- feature vectors
- feature space
- machine learning