The optimization problem was constructed in a prime space, the dual problem was solved in a eigenspace by the kernel skill and the solutions were the same as nonlinear KPLS.

• 在初始空间中构造优化问题，应用核技术在特征空间中解对偶问题，这种解与非线性的KPLS具有相似性。