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Towards a standard methodology to evaluate internal cluster validity indices
The evaluation and comparison of internal cluster validity indices is a critical problem in the clustering area. The methodology used in most of the evaluations assumes that the clustering algorithms work correctly. We ...
Mateda-2.0: Estimation of Distribution Algorithms in MATLAB
(Journal of Statistical Software, UCLA Dept. Statistics, 2010-07)
This paper describes Mateda-2.0, a MATLAB package for estimation of distribution algorithms (EDAs). This package can be used to solve single and multi-objective discrete and continuous optimization problems using EDAs based ...