Abstract: In order to solve the problem of long computation time in detecting caused by over-large optimization scale in SVDD,a dynamic support vector data description was proposed. After analyzing a new object＇ s influence on positive border,it was suggested that

Key words: SVDD,Boundary,Support vector,Kernel methods,Optimization scale