Inflated Power Iteration Clustering Algorithm to Optimize Convergence Using Lagrangian Constraint.
Dhanapal JayalatchumyThambidurai PerumalPublished in: CSOC (2) (2016)
Keyphrases
- dual variables
- clustering algorithm
- linear programming
- iterative algorithms
- stopping criterion
- number of iterations required
- power consumption
- dual formulation
- data clustering
- convergence speed
- column generation
- lagrangian relaxation
- convergence rate
- extreme values
- clustering method
- cutting plane algorithm
- decision variables
- neural network
- clustering analysis
- arbitrary shape
- document clustering
- faster convergence
- global constraints
- hierarchical clustering
- learning algorithm
- data sets