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Improved BAT Algorithm for Clustering


Affiliations
1 Department of Computer Science & Engineering, Guru Jambheshwar University of Science & Technology, Hisar, Haryana, India
     

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Clustering is the method of grouping a set of objects into clusters so that objects in the intra-cluster are having high degree of similarity based on some criteria while the objects in inter-clusters are dissimilar In last few years many data clustering methods are explored by using traditional methods as well as nature inspired swarm algorithm. In this paper, a new data clustering approach using improved Bat algorithm is presented. The experimental results show that the proposed approach solves the clustering problem efficiently.

Keywords

BAT Algorithm, Swarm Intelligence, Data-Clustering.
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  • Improved BAT Algorithm for Clustering

Abstract Views: 232  |  PDF Views: 4

Authors

Balwant Kumar
Department of Computer Science & Engineering, Guru Jambheshwar University of Science & Technology, Hisar, Haryana, India
Dharmender Kumar
Department of Computer Science & Engineering, Guru Jambheshwar University of Science & Technology, Hisar, Haryana, India

Abstract


Clustering is the method of grouping a set of objects into clusters so that objects in the intra-cluster are having high degree of similarity based on some criteria while the objects in inter-clusters are dissimilar In last few years many data clustering methods are explored by using traditional methods as well as nature inspired swarm algorithm. In this paper, a new data clustering approach using improved Bat algorithm is presented. The experimental results show that the proposed approach solves the clustering problem efficiently.

Keywords


BAT Algorithm, Swarm Intelligence, Data-Clustering.