Short-term fault prediction based on support vector machines with parameter optimization by evolution strategy.
Shumin HouYourong LiPublished in: Expert Syst. Appl. (2009)
Keyphrases
- parameter optimization
- evolution strategy
- short term
- differential evolution
- long term
- evolutionary algorithm
- genetic algorithm
- particle swarm optimization
- optimization algorithm
- convergence speed
- optimization method
- short term and long term
- particle swarm optimization pso
- genetic algorithm ga
- load forecasting
- parameter estimation
- global search
- parameter settings
- particle swarm optimization algorithm
- neural network
- forecasting model
- least squares
- multi objective
- artificial neural networks
- optimization problems