Title :
A hierarchical artificial immune architecture and its applications
Author :
Sun, Wei-Dong ; Tang, Zheng ; Tamura, Hiroki ; Ishii, Masahiro
Author_Institution :
Fac. of Eng., Toyama Univ., Japan
Abstract :
In this paper we propose a hierarchical artificial immune architecture inspired by the living body immune system and apply it to pattern classification. The simulation results illustrate that the proposed immune architecture is capable of developing hierarchical class representation through self-organization and is effective at clustering a wide variety of arbitrary sequences input patterns into stable categories.
Keywords :
pattern classification; self-adjusting systems; hierarchical artificial immune architecture; living body immune system; pattern classification;
Conference_Titel :
SICE 2003 Annual Conference
Conference_Location :
Fukui, Japan
Print_ISBN :
0-7803-8352-4