Combination Forecasting Model for Mid-long Term Load Based on Least Squares Support Vector Machines and a Mended Particle Swarm Optimization Algorithm.
Dongxiao NiuHaitao LvYunyun ZhangPublished in: IJCBS (2009)
Keyphrases
- particle swarm optimization algorithm
- forecasting model
- ls svm
- least squares support vector machine
- short term
- long term
- particle swarm optimization
- convergence speed
- least squares
- prediction model
- pso algorithm
- support vector machine
- particle swarm
- variable selection
- input variables
- bp neural network
- cross validation
- improved algorithm
- radial basis function
- rbf neural network
- generalization ability
- svm classifier
- decision trees
- global optimization
- optical flow
- particle swarm optimization pso
- support vector
- objective function