Non-destructive detection of highway hidden layer defects using a ground-penetrating radar and adaptive particle swarm support vector machine.
Xinyu LiuPeiwen HaoAihui WangLiangqi ZhangBo GuXinyan LuPublished in: PeerJ Comput. Sci. (2021)
Keyphrases
- ground penetrating radar
- particle swarm
- hidden layer
- support vector machine
- radial basis function
- particle swarm optimization
- back propagation
- optimization method
- particle swarm optimization algorithm
- rbf neural network
- feed forward
- neural network
- learning rate
- feedforward neural networks
- multilayer perceptron
- swarm intelligence
- multi objective
- feed forward neural networks
- activation function
- artificial neural networks
- evolutionary algorithm
- optimization methods
- recurrent neural networks
- feature selection
- hybrid algorithm
- support vector
- genetic algorithm
- rbf network
- differential evolution
- pso algorithm
- output layer
- support vector machine svm
- neural nets
- artificial intelligence
- kernel methods
- extreme learning machine
- hidden nodes
- latent variables
- probability distribution
- prior knowledge
- training set
- machine learning