Convergence Analysis of a New Self Organizing Map Based Optimization (SOMO) Algorithm.
Atlas KhanLi Zheng XueWu WeiYanpeng QuAmir HussainRicardo Z. N. VêncioPublished in: Cogn. Comput. (2015)
Keyphrases
- convergence analysis
- self organizing maps
- optimization algorithm
- k means
- global convergence
- optimization method
- learning algorithm
- np hard
- input data
- optimal solution
- linear programming
- data sets
- search space
- convergence rate
- cost function
- probabilistic model
- expectation maximization
- ant colony optimization
- objective function
- convergence speed
- feature maps
- similarity measure
- learning vector quantization
- optimality conditions
- neural network