A New Real-valued Negaletive Selective Algorithm Based on Hypersphere as Antibody Recognition Zone
LIU Ying1,XIONG Ping2
1.College of Electronic and information, Naval Univ. of Engineering, Wuhan, Hubei 430033, China
2. College of Science, Naval Univ. of Engineering, Wuhan, Hubei 430033,China
Abstract：In the view of geometry model, the function of artificial immune is to divide the space into areas. Hypersphere is regarded as an antibody recognition zone of artificial immune system. The shortage of the traditional negative selection algorithm is discussed, and an improved algorithm is presented. Simulation and experimental results indicate that the proposed method is feasible.
刘颖,熊萍. 一种以超球体作为抗体识别区域的新的实值阴性选择算法[J]. 计量学报, 2011, 32(3): 275-278.
LIU Ying,XIONG Ping. A New Real-valued Negaletive Selective Algorithm Based on Hypersphere as Antibody Recognition Zone. Acta Metrologica Sinica, 2011, 32(3): 275-278.
［1］梁意文.网络信息安全的免疫模型［D］. 武汉:武汉大学,2002.
［2］Starzyk J A, El-Gamely M A.Artificial Neural Networks for Testing Analog Circuits［C］//IEEE Symposium on Circuits and Systems, New Orleans,LA,1990, 3: 1851－1854.
［3］Hofmeyr S A, Forrest S. Immunnity by design: An Artificial Immune System［C］//Procceedings of the Genetic and Evolutionary Computation conference (GECCO),Morgan-Kaufmann,SanFrancisco,CA,1999:1289－1296.
［4］李忠杰,杨关良,徐小杰.自动阈值选取与边缘检测相结合的图像分割算法［J］. 海军工程大学学报,2002,14(4): 88－91.
［5］Costa Branco P J, Dente J A, Mendes R V.Using Immunology Principles for Fault Detection ［J］. IEEE Transactions on Industrial Electronics, 2003, 50(2): 362－373.
［6］刘颖,张民,等.被动免疫算法在模拟电路故障诊断中的应用研究［J］. 海军工程大学学报,2007,19 (5):96－100.
2011, Vol. 32 
