An approximate U-Lagrangian and algorithm to UV decomposition

In this paper, an concept and some properties of approximate U-Lagrangian are presented. They can be reviewed as an extension to the ones of U-Lagrangian. An algorithm for solving an unconstrained minimization problem and the convergence analysis are given when the UV-decomposition exists.