Application of Artificial Immune System in Hand-written Number Recognition
2007
Based on the inherent pattern recognition and memory ability of biology immune system,with the research of hand-written number recognition,the artificial immune mechanism and algorithm advanced with biology immune system are introduced into this problem for the first time.The mathematical expressions of the corresponding immune mechanism are defined and the artificial immune system model with abilities of study,memory and self-adapting and diversity is designed,at the same time,the corresponding algorithm of the model is given.The simulation experiment on the self collective hand-written number sample set is done,and the result shows that the artificial immune system model used for the hand-written number recognition is reliable and the corresponding algorithm is operated easily,and if the relative variables could be chosen properly,better recognition effect of the system would be gotten.So,it indicates that the artificial immune system has advantages and technological potential in the field of pattern recognition.At last,the next research work is previewed.
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