Automatic Data Clustering Using Parameter Adaptive Harmony Search Algorithm and Its Application to Image Segmentation

Automatic Data Clustering Using Parameter Adaptive Harmony Search Algorithm and Its Application to Image Segmentation

In this paper, the problem of automatic data clustering is treated as the searching of optimal number of clusters so that the obtained partitions should be optimized. The automatic data clustering technique utilizes a recently developed parameter adaptive harmony search (PAHS) as an underlying optim...

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Bibliographic Details
Main Authors: Kumar Vijay, Chhabra Jitender Kumar, Kumar Dinesh
Format: Article
Language:English
Published: De Gruyter 2016-10-01
Series:Journal of Intelligent Systems
Subjects:
harmony search algorithm
clustering
variance
meta-heuristics
Online Access:https://doi.org/10.1515/jisys-2015-0004

Internet

https://doi.org/10.1515/jisys-2015-0004

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