Dynamic filter weights neural network model integrated with differential evolution for day-ahead price forecasting in energy market.
Sreejit ChakravartyPradipta K. DashPublished in: Expert Syst. Appl. (2011)
Keyphrases
- differential evolution
- neural network model
- electricity markets
- evolutionary algorithm
- neural network
- convergence speed
- differential evolution algorithm
- optimization algorithm
- market clearing
- test functions
- dynamic characteristics
- particle swarm optimization
- short term
- bidding strategies
- artificial neural networks
- particle swarm optimization pso
- rbf neural network
- power generation
- mutation operator
- optimization method
- evolution strategy
- direct search
- forecasting accuracy
- crude oil
- global optimization problems
- multi objective optimization
- genetic algorithm
- numerical optimization problems
- crossover operator
- artificial bee colony
- bp neural network
- function optimization problems
- parameter optimization
- particle swarm
- software agents
- solving global optimization problems
- pso algorithm
- traveling salesman problem
- market participants
- resource allocation
- ant colony optimization