The clustering Algorithm based on partical swarm optimization |
Author(s): |
| Indu walia , mahrishi ved vyas engineering collage; Er.Mohinder singh, mahrishi ved vyas engineering collage |
Keywords: |
| clustering algorithm, PSO, Swarm Intelligence. |
Abstract |
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After analyzing the disadvantages of the classical K-means clustering algorithm, this paper combines the core idea of K-means clustering method with PSO algorithm and proposes a new clustering method which is called clustering algorithm based on Particle Swarm Optimization algorithm. It used the global optimization of PSO algorithm to make up the shortage of the clustering method. The algorithm is evaluated on Iris plants database, Results show that the algorithm is more effective and promising. |
Other Details |
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Paper ID: IJSRDV2I5137 Published in: Volume : 2, Issue : 5 Publication Date: 01/08/2014 Page(s): 230-232 |
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