Title :
3D Two Spirals Separation Based upon Qualitative Mapping
Author :
Guanglin, Xu ; Yongchang, Liu ; Hua, Li ; Jiali, Feng
Author_Institution :
Shanghai Maritime Univ., Shanghai
Abstract :
Two spirals separation is an important non-linear recognition problem which can be used to test the function of artificial learning system. We design an intelligent method based on qualitative mapping and try to recognize 3D two spirals. The result of the computer based experiment indicates that the mode we use has the following merits: less learning samples, shorter learning time, faster recognition and higher recognizing rate. Also we discuss the value of the mode both in theory and commercial development.
Keywords :
learning (artificial intelligence); pattern recognition; 3D two spirals separation; artificial learning system; nonlinear recognition problem; qualitative mapping; Algorithm design and analysis; Artificial intelligence; Design methodology; Educational institutions; Forward contracts; Learning systems; Logistics; Multi-layer neural network; Spirals; System testing; Classification Study; Non-linear; Qualitative Mapping; Two Spirals Classification;
Conference_Titel :
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2875-5
DOI :
10.1109/ICNC.2007.2
