A Complete Transient Analysis for the Incremental LMS Algorithm.
Muhammad Omer Bin SaeedPublished in: CoRR (2019)
Keyphrases
- learning algorithm
- single pass
- detection algorithm
- k means
- improved algorithm
- computational complexity
- objective function
- experimental evaluation
- optimal solution
- preprocessing
- convergence rate
- incremental algorithms
- linear programming
- worst case
- expectation maximization
- particle swarm optimization
- simulated annealing
- high accuracy
- significant improvement
- neural network
- probabilistic model
- computational cost
- dynamic programming
- np hard
- tree structure
- matching algorithm
- times faster
- cost function
- incremental learning
- recognition algorithm
- image segmentation
- decision trees
- incremental updating