Using genetic algorithms in K-means fast learning artificial neural networks for clustering

• Main Author: Yin, Xiang
• Other Authors: Tay Leng Phuan
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/2560
• Institution: Nanyang Technological University

This research project studies the KFLANN in depth and introduces Genetic Algorithms (GAs) as a possible solution for searching through the parameter space to effectively and efficiently extract suitable values to d and ?. It is also able to determine significant features of the data that help achiev...