Evaluation of Optimization Algorithms and Noise Robustness of Sparsity-Promoting Dynamic Mode Decomposition.
Yuto IwasakiTaku NonomuraKumi NakaiTakayuki NagataYuji SaitoKeisuke AsaiPublished in: IEEE Access (2022)
Keyphrases
- optimization problems
- discrete optimization
- optimization methods
- computational efficiency
- learning algorithm
- evaluation metrics
- significant improvement
- theoretical analysis
- benchmark datasets
- computationally efficient
- machine learning algorithms
- genetic algorithm
- sparse representation
- dynamic environments
- combinatorial optimization
- global optimization
- computational cost
- lower bound
- evaluation methods
- decomposition algorithm
- objective function
- optimization approaches