Robust Standard Gradient Descent Algorithm for ARX Models Using Aitken Acceleration Technique.
Jing ChenMin GanQuanmin ZhuPritesh NarayanYanjun LiuPublished in: IEEE Trans. Cybern. (2022)
Keyphrases
- experimental evaluation
- cost function
- computationally efficient
- learning algorithm
- high accuracy
- preprocessing
- k means
- detection algorithm
- significant improvement
- times faster
- parameter tuning
- dynamic programming
- clustering method
- computational complexity
- bayesian framework
- theoretical analysis
- particle swarm optimization
- objective function
- worst case
- probabilistic model
- computational cost
- np hard
- search algorithm
- improved algorithm
- update rule
- levenberg marquardt
- learning rules
- optimization algorithm
- parameter estimation
- expectation maximization
- simulated annealing
- evolutionary algorithm
- video sequences
- feature selection