As a successful mathematical teaching reform practice, mathematical modeling contest has promoted the improvement of students' practical ability and the exploration of mathematics. In recent years, with the rapid development of computer technology and artificial intelligence technology, artificial intelligence algorithms have been widely used in mathematical modeling. The proposed intelligent algorithm plays an important role in promoting the development of mathematical modeling.