Power load forecasts based on hybrid PSO with Gaussian and adaptive mutation and Wv-SVM.
Qi WuPublished in: Expert Syst. Appl. (2010)
Keyphrases
- hybrid pso
- adaptive mutation
- premature convergence
- pso algorithm
- support vector machine svm
- differential evolution
- support vector
- genetic algorithm ga
- particle swarm optimization
- hybrid particle swarm optimization
- hybrid algorithm
- particle swarm optimization pso
- hybrid model
- particle swarm
- mutation operator
- solution space
- genetic algorithm
- support vector machine
- convergence speed
- global search
- global optimization
- knn
- control parameters
- evolutionary algorithm
- feature selection
- simulated annealing
- convergence rate
- neural network
- feature space
- swarm intelligence
- kernel function
- multi objective
- fitness function
- learning rate
- radial basis function
- optimization method
- k nearest neighbor
- feature vectors
- artificial neural networks
- differential evolution algorithm
- search algorithm
- update rules
- metaheuristic