A Convergence Study of the Discrete FGDLS Algorithm.
Sabin TabircaTatiana TabircaLaurence Tianruo YangPublished in: IEICE Trans. Inf. Syst. (2006)
Keyphrases
- detection algorithm
- iterative algorithms
- computational complexity
- faster convergence
- experimental study
- cost function
- simulation study
- improved algorithm
- search space
- convergence rate
- np hard
- dynamic programming
- optimization algorithm
- times faster
- recognition algorithm
- matching algorithm
- learning algorithm
- computational cost
- experimental evaluation
- significant improvement
- data sets
- theoretical analysis
- similarity measure
- data structure
- discrete version
- update rule
- stochastic approximation
- global convergence
- decision trees
- optimal solution
- k means
- tree structure
- energy function
- worst case
- linear programming