Automatic selection method of dynamic scheduling strategy of semiconductor production line

The present invention relates to a dynamic scheduling automatic method for selecting a semiconductor manufacturing line, comprising: obtaining a production line attribute set according to the actual semiconductor manufacturing line, the scheduling policy set and performance index set; take the performance index value of the production line for different scheduling policies simulation acquisition, and establish a set of samples; training sample set of training, obtaining optimal production subset of attributes and SVM training parameters, and forming a dynamic scheduling rules based on SVM classifier a *; input a test sample set *, is determined based feature subset whether scheduling prediction accuracy of better than corpus, if yes, to train the training sample set S1 in accordance with a subset of features and SVM training parameters obtained, final dynamic scheduling rules classification model a; real-time status information to the a input of the production line, the dynamic get optimized scheduling policy. Compared with the prior art, the present invention has good real-time scheduling, it helps improve production efficiency and so on.