SVM Model Based on Particle Swarm Optimization for Short-Term Load Forecasting.
Yongli WangDongxiao NiuWeijun WangPublished in: ISNN (2) (2008)
Keyphrases
- short term load forecasting
- particle swarm optimization
- load forecasting
- support vector
- support vector machine svm
- power system
- pso algorithm
- support vector machine
- support vector regression
- knn
- rbf neural network
- particle swarm optimization algorithm
- feature selection
- feature vectors
- bp neural network
- convergence speed
- global optimization
- particle swarm optimization pso
- short term
- machine learning
- differential evolution
- genetic algorithm
- neural network
- k nearest neighbor
- wavelet transform
- generalization ability
- genetic algorithm ga
- kernel function
- artificial neural networks
- feature space
- training data
- knowledge base