Abstract: On the basis of the traditional support vector machine (SVM) algorithm principle, this paper proposed a new kind of SVM algorithm base on the continuous and procedure algorithm. Compared with the traditional algorithm, it is no longer limited at the only two values, and is a new algorithm of dynamical selection for support vector. This algorithm is applied to the field of securities, result shows that the algorithm is effective and correct.

Key words: support vector machine, continuous, procedure, technological analysis of the securities, waved theory, prediction