119 research outputs found

    Jaya a novel optimization algorithm:What, how and why?

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    Genetic Algorithm, Particle Swarm Optimization and Harmony Search:A quick comparison

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    A new clustering method using an augmentation to the self organizing maps

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    A technique is developed using Self Organizing Maps (SOM) to efficiently cluster the data and it is compared with existing clustering Techniques such as K-Means clustering, Hierarchical clustering and SOM Clustering. The proposed technique is used to cluster an Earthquake dataset and the performance is compared with the other existing clustering technique. The experimental results show that the proposed clustering method demonstrated better results as compared to other clustering methods
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