The search for the improved number of k clusters in self-organized maps can be implemented using the simulated annealing algorithm?

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José Arzola-Ruiz

For searching the improved number of k clusters in self-organized maps you can use not only the simulated annealing but many other optimization methods

Himadri Nath Saha

http://ieeexplore.ieee.org/document/5305521/

Sally S Kassem

yes, since it is a clustering problem. You can also use any of the other random search methods for example: Cuckoo Search algorithm, Grey Wolf optimizer, try searching with the key words "clustering" and "metaheuristics" or "clustering" and "optimization", there are many research papers available on the topic.