Comparison of a multi-layered artificial immune system with a kohonen network

We present a novel multi-layered unsupervised learning artifical immune system (MARIA). We have employed vector quantisation to augment MARIA (and Kohonen Networks) to allow for a comparison of performance between the two systems. Analysis shows that MARIA is competitive with Kohonen Networks on some clustering tasks.

• Type: Conference
• Year: 2007
• Where: CEC
• Authors: Thomas Knight, Jonathan Timmis
• Keywords: Artificial Intelligence, Augment Maria, CEC 2007, Kohonen Networks, Multi-layered Unsupervised Learning