A Sustainable Early Warning System Using Rolling Forecasts Based on ANN and Golden Ratio Optimization Methods to Accurately Predict Real-Time Water Levels and Flash Flood.
Feras AlasaliRula TawalbehZahra GhanemFatima MohammadMohammad AlghazzawiPublished in: Sensors (2021)
Keyphrases
- optimization methods
- real time
- optimization method
- artificial neural networks
- simulated annealing
- water resources
- optimization problems
- global convergence
- river basin
- stochastic methods
- continuous optimization
- optimization approaches
- efficient optimization
- unconstrained optimization
- neural network
- using artificial neural networks
- rainfall runoff
- particle swarm
- historical data
- short term
- genetic algorithm ga
- trust region
- back propagation
- control system
- genetic algorithm
- portfolio optimization
- neural network model
- data mining techniques
- stage stochastic programs
- absolute percentage error