Prediction Interval Estimation of Electricity Prices Using PSO-Tuned Support Vector Machines.
Nitin Anand ShrivastavaAbbas KhosraviBijaya Ketan PanigrahiPublished in: IEEE Trans. Ind. Informatics (2015)
Keyphrases
- support vector
- interval estimation
- learning machines
- electricity markets
- large margin classifiers
- particle swarm optimization
- load forecasting
- particle swarm optimization pso
- prediction accuracy
- pso algorithm
- prediction error
- particle swarm optimization algorithm
- long run
- prediction model
- short term
- cross validation
- classification accuracy
- electric power
- particle swarm optimizer
- particle swarm optimisation
- market participants
- genetic algorithm
- support vector regression
- generalization ability
- logistic regression
- collaborative filtering
- support vector machine
- multi objective
- neural network
- particle swarm
- maximum margin
- metaheuristic
- optimization algorithm
- dynamic pricing
- reinforcement learning
- market clearing