The algebraic multigrid (AMG) method and multi-elimination LU preconditioner (ILUM) method are introduced and their relationships are analysed. The theoretical characteristics of the AMG based on ILUM are given. The two-grid convergence of this kind AMG is proved
similar to the fundamental algorithm. The convergence independent of the number of grids can not be obtained for this kind AMG methods.