Optimization of neural network through genetic algorithm searches for the prediction of international crude oil price based on energy products prices.
Haruna ChiromaAbdulsalam Ya'u GitalAdamu I. AbubakarMohammed Joda UsmanUsman WaziriPublished in: Conf. Computing Frontiers (2014)
Keyphrases
- genetic algorithm
- crude oil
- neural network
- parameter optimization
- prediction model
- optimization method
- long run
- real coded
- fuzzy logic
- artificial neural networks
- forecasting model
- optimization problems
- optimization algorithm
- genetic algorithm ga
- evolutionary strategy
- back propagation
- pattern recognition
- fitness function
- simulated annealing
- multi objective
- oil field
- particle swarm optimization
- fault diagnosis
- evolutionary algorithm
- budget constraints
- chaotic time series
- yield management
- radial basis function
- dynamic pricing
- competitive market
- feature extraction