Title :
Comparison of a multi-layered artificial immune system with a kohonen network
Author :
Knight, T. ; Timmis, J.
Author_Institution :
FutureRoute Technol., York
Abstract :
We present a novel multi-layered unsupervised learning artificial 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.
Keywords :
artificial immune systems; self-organising feature maps; Kohonen network; multilayered artificial immune system; vector quantisation; Artificial immune systems; Cloning; Evolutionary computation; Size control; Virtual colonoscopy;
Conference_Titel :
Evolutionary Computation, 2007. CEC 2007. IEEE Congress on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1339-3
Electronic_ISBN :
978-1-4244-1340-9
DOI :
10.1109/CEC.2007.4424957
