Automatic clustering method based on evolutionary optimisation

How to set the cluster number plays a key role in many clustering applications. To address this issue, this study introduces an automatic clustering method based on evolutionary algorithms (EAs). The basic idea is to convert a clustering problem into a global optimisation problem and tackle it by an...

Full description

Bibliographic Details
Main Authors: Cong Liu, Aimin Zhou, Guixu Zhang
Format: Article
Language:English
Published: Wiley 2013-08-01
Series:IET Computer Vision
Subjects:
Online Access:https://doi.org/10.1049/iet-cvi.2012.0187