A Short-Term Load Forecasting Model Based on LS-SVM Optimized by Dynamic Inertia Weight Particle Swarm Optimization Algorithm.
Dongxiao NiuBingen KouYunyun ZhangZhihong GuPublished in: ISNN (2) (2009)
Keyphrases
- particle swarm optimization algorithm
- inertia weight
- ls svm
- short term load forecasting
- particle swarm optimization
- pso algorithm
- convergence speed
- particle swarm
- global search
- standard pso
- rbf neural network
- particle swarm optimization pso
- global optimization
- least squares
- variable selection
- load forecasting
- genetic algorithm
- prediction model
- evolution strategy
- premature convergence
- radial basis function