Title :
An on-line learning neuro-fuzzy system based on artificial immune systems
Author :
Su, Mu-Chun ; Yang, Yuan-Shao ; Chou, Chien-Hsing ; Lai, Eugene ; Hsiao, Min-Nan
Author_Institution :
Dept. of Comput. Sci. & Inf. Sci., Nat. Central Univ., Chung-li, Taiwan
Abstract :
This paper presents a new approach to an on-line learning neuro-fuzzy system based on artificial immune systems. Via the proposed on-line learning algorithm, a neuro-fuzzy system can be incrementally constructed. Several data sets were tested to illustrate the effectiveness of the proposed on-line learning neuro-fuzzy system.
Keywords :
fuzzy neural nets; fuzzy systems; learning (artificial intelligence); learning systems; pattern recognition; artificial immune systems; incremental learning; neuro-fuzzy system; online learning systems; pattern recognition; Application software; Artificial immune systems; Cells (biology); Computer science; Fuzzy neural networks; Immune system; Information science; Pathogens; Pattern recognition; System testing;
Conference_Titel :
Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on
Print_ISBN :
0-7803-8359-1
DOI :
10.1109/IJCNN.2004.1380083
