GPU-parallelized artificial bee colony algorithm (GP-ABC) in data clustering application

• Main Author: Anggacipta, Gerry
• Other Authors: Kyle Rupnow
• Format: Final Year Project
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: http://hdl.handle.net/10356/59878
• Institution: Nanyang Technological University

Artificial Bee Colony (ABC) optimization and k-means algorithm are popularly used in data clustering application due to their accuracy and simplicity. However, as the number of dimension and data increases, program complexity may increase much further and ABC will execute in much slower time. This p...