Learning solution of a bond-based linear peridynamic model using LS-SVR method.
Jie MaZhiwei YangNing DuPublished in: Math. Comput. Simul. (2024)
Keyphrases
- mathematical model
- statistical model
- closed form
- probabilistic model
- optimization method
- learning scheme
- linear model
- prior knowledge
- cost function
- objective function
- support vector machine
- linear models
- similarity measure
- unsupervised learning
- modeling method
- theoretical analysis
- energy function
- test data
- classification method
- neural nets
- nonlinear regression
- numerical methods
- learning mechanism
- sensitivity analysis
- evaluation method
- parameter estimation
- support vector machine svm
- optimization procedure
- linear regression
- prediction model
- learned models
- linear approximation
- learning models
- boosted decision trees
- bp neural network
- bayesian framework
- learning process
- feature selection
- learning algorithm
- model selection
- maximum likelihood
- probability distribution
- optimal solution
- machine learning