Metaheuristic Clustering

• Main Authors: Das, Swagatam. (Author), Abraham, Ajith. (Author), Konar, Amit. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Series: Studies in Computational Intelligence, 178
• Subjects: Engineering.; Artificial intelligence.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-540-93964-1

Cluster analysis means the organization of an unlabeled collection of objects or patterns into separate groups based on their similarity. The task of computerized data clustering has been approached from diverse domains of knowledge like graph theory, multivariate analysis, neural networks, fuzzy se...

Table of Contents:

• Metaheuristic Pattern Clustering  An Overview
• Differential Evolution Algorithm: Foundations and Perspectives
• Modeling and Analysis of the Population-Dynamics of Differential Evolution Algorithm
• Automatic Hard Clustering Using Improved Differential Evolution Algorithm
• Fuzzy Clustering in the Kernel-Induced Feature Space Using Differential Evolution Algorithm
• Clustering Using Multi-objective Differential Evolution Algorithms
• Conclusions and Future Research.