Application of PSO LS-SVM forecasting model in oil and gas production forecast.
Yudeng QiaoJun PengLan GeHongjin WangPublished in: IEEE ICCI*CC (2017)
Keyphrases
- forecasting model
- natural gas
- ls svm
- bp neural network
- least squares support vector machine
- short term
- prediction model
- oil field
- least squares
- variable selection
- long term
- rbf neural network
- generalization ability
- support vector machine
- genetic algorithm
- cross validation
- back propagation
- optimization algorithm
- artificial neural networks
- neural network model
- radial basis function
- support vector regression
- hyperparameters
- particle swarm optimization
- support vector
- bayesian framework
- correlation coefficient
- multi objective
- decision trees
- wind power
- neural network