A New Adaptive Merging and Growing Algorithm for Designing Artificial Neural Networks.
Md. Monirul IslamMd. Abdus SattarMd. Faijul AminXin YaoKazuyuki MurasePublished in: IEEE Trans. Syst. Man Cybern. Part B (2009)
Keyphrases
- learning algorithm
- experimental evaluation
- artificial neural networks
- merging algorithm
- dynamic programming
- k means
- detection algorithm
- np hard
- optimization algorithm
- optimal solution
- high accuracy
- objective function
- theoretical analysis
- recognition algorithm
- worst case
- matching algorithm
- selection algorithm
- improved algorithm
- cost function
- significant improvement
- search space
- computational complexity
- convergence rate
- levenberg marquardt
- improved harmony search algorithm
- probabilistic model
- tree structure
- computationally efficient
- expectation maximization
- data sets
- computational cost
- preprocessing
- decision trees
- genetic algorithm