Optimal convergence factor for the LMS/Newton algorithm.
Paulo S. R. DinizLuiz W. P. BiscainhoPublished in: ICASSP (1991)
Keyphrases
- dynamic programming
- optimal solution
- worst case
- learning algorithm
- optimal parameters
- iterative algorithms
- detection algorithm
- computational cost
- search space
- preprocessing
- globally optimal
- computational complexity
- similarity measure
- optimization algorithm
- linear programming
- convergence proof
- global convergence
- neural network
- high accuracy
- cost function
- k means
- objective function
- online learning
- expectation maximization
- least squares
- higher education
- matching algorithm
- convergence rate
- exhaustive search
- significant improvement
- levenberg marquardt
- search algorithm
- convergence property