LMS-2: Towards an algorithm that is as cheap as LMS and almost as efficient as RLS.
Hengshuai YaoShalabh BhatnagarCsaba SzepesváriPublished in: CDC (2009)
Keyphrases
- least mean square
- learning algorithm
- experimental evaluation
- preprocessing
- detection algorithm
- computationally efficient
- computational cost
- single pass
- dynamic programming
- optimal solution
- objective function
- learning management systems
- convergence rate
- particle swarm optimization
- neural network
- step size
- times faster
- high accuracy
- cost function
- k means
- computational complexity
- simulated annealing
- probabilistic model
- e learning
- gray level
- optimization algorithm
- np hard
- energy function
- significant improvement
- search space
- high efficiency
- kalman filtering
- data structure