Advantages and drawbacks of the Batch Kohonen algorithm.
Jean-Claude FortPatrick LetrémyMarie CottrellPublished in: ESANN (2002)
Keyphrases
- experimental evaluation
- matching algorithm
- learning algorithm
- optimal solution
- search space
- significant improvement
- cost function
- segmentation algorithm
- neural network
- computational cost
- classification algorithm
- selection algorithm
- optimization algorithm
- high accuracy
- np hard
- computational complexity
- objective function
- worst case
- single pass
- estimation algorithm
- multi objective
- detection algorithm
- recognition algorithm
- linear programming
- neural gas
- convergence rate
- memory requirements
- clustering method
- theoretical analysis
- computationally efficient
- genetic algorithm