Optimizing of SVM with Hybrid PSO and Genetic Algorithm in Power Load Forecasting.
Yongli WangDongxiao NiuXiaoyong MaPublished in: J. Networks (2010)
Keyphrases
- hybrid pso
- genetic algorithm
- particle swarm optimization pso
- hybrid model
- support vector machine svm
- support vector
- hybrid particle swarm optimization
- pso algorithm
- particle swarm optimization
- support vector machine
- knn
- optimal parameters
- hybrid algorithm
- genetic algorithm ga
- artificial neural networks
- fitness function
- multi objective
- feature selection
- simulated annealing
- genetic programming
- kernel function
- differential evolution
- training data
- k nearest neighbor
- ant colony optimization
- tabu search
- neural network
- evolutionary computation
- search capabilities
- evolutionary algorithm
- training set
- update rules
- clustering algorithm
- premature convergence
- mutation operator
- metaheuristic
- convergence speed
- multi objective optimization
- data clustering
- optimization method
- feature vectors
- search algorithm
- machine learning