Metaheuristic evolutionary deep learning model based on temporal convolutional network, improved aquila optimizer and random forest for rainfall-runoff simulation and multi-step runoff prediction.
Xiujie QiaoTian PengNa SunChu ZhangQianlong LiuYue ZhangYuhan WangMuhammad Shahzad NazirPublished in: Expert Syst. Appl. (2023)
Keyphrases
- random forest
- metaheuristic
- multi step
- genetic algorithm
- simulated annealing
- prediction accuracy
- optimization problems
- ensemble methods
- decision trees
- feature set
- search space
- optimal solution
- k nearest neighbor
- particle swarm optimization
- multi label
- optimization algorithm
- prediction model
- neural network
- base classifiers
- learning algorithm
- machine learning