A genetic algorithm that exchanges neighboring centers for k-means clustering

Author:

Laszlo Michael,Mukherjee Sumitra

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software

Reference24 articles.

1. A near-optimal initial seed value selection for k-means algorithm using genetic algorithm;Babu;Pattern Recognition Lett.,1993

2. Non-parametric genetic clustering: Comparison of validity indices;Bandyopadhyay;IEEE Trans. Systems Man Cybernet. C,2001

3. An evolutionary technique based on k-means algorithm for optimal clustering in RN;Bandyopadhyay;Inform. Sci.–Appl.,2001

4. Bhuyan, J.N., Raghavan, V.V., Venkatesh, K.E. 1991. Genetic algorithm for clustering with an ordered representation. In: Proc. 4th Internat. Conf. on Genetic Algorithms, pp. 408–415.

5. Convergence properties of the k-means algorithms;Bottou,1995

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