Multi-Objective Differential Evolution for Automatic Clustering with Application to Micro-Array Data Analysis

Multi-Objective Differential Evolution for Automatic Clustering with Application to Micro-Array Data Analysis

This paper applies the Differential Evolution (DE) algorithm to the task of automatic fuzzy clustering in a Multi-objective Optimization (MO) framework. It compares the performances of two multi-objective variants of DE over the fuzzy clustering problem, where two conflicting fuzzy validity indices...

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Bibliographic Details
Main Authors: Sang Yong Han, Swagatam Das, Ajith Abraham, Kaushik Suresh, Debarati Kundu, Sayan Ghosh
Format: Article
Language:English
Published: MDPI AG 2009-05-01
Series:Sensors
Subjects:
differential evolution
multi-objective optimization
fuzzy clustering
micro-array data clustering
Online Access:http://www.mdpi.com/1424-8220/9/5/3981/

Internet

http://www.mdpi.com/1424-8220/9/5/3981/

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