An Algebraic Multilevel Iteration Method for Finite Element Matrices∗

نویسندگان

  • O. Axelsson
  • M. Larin
چکیده

To solve a sparse linear system of equations resulting from the finite element approximation of elliptic self-adjoint second order boundary value problems an algebraic multilevel iteration method is presented. The new method can be considered as an extension of methods, which have been defined by Axelsson and Eijkhout [4] for nine-point matrices and later generalized by Axelsson and Neytcheva [6] for the Stieltjes matrices, to a wider class of sparse symmetric positive-definite matrices. The rate of convergence and the computational complexity of the method are analyzed. Experimental results on some standard test problems are presented and discussed.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Using a compensation principle in algebraic multilevel iteration method for finite element matrices

In the present paper an improved version of the algebraic multilevel iteration (AMLI) method for finite element matrices, which has been suggested in [6], is proposed. To improve the quality of the AMLI-preconditioner or, the same, speed up the rate of convergence the family of iterative parameters defined on an error compensation principle is suggested and analyzed. Performance results on stan...

متن کامل

Algebraic Multilevel Preconditioning of Finite Element Matrices Based on Element Agglomeration

We consider an algebraic multilevel preconditioning method for SPD matrices resulting from finite element discretization of elliptic PDEs. In particular, we focus on non-M matrices. The method is based on element agglomeration and assumes access to the individual element matrices. The coarse-grid element matrices are simply Schur complements computed from local neighborhood matrices (agglomerat...

متن کامل

Additive Schur Complement Approximation and Application to Multilevel Preconditioning

In the present paper we introduce an algorithm for Additive Schur Complement Approximation (ASCA). This approximation technique can be applied in various iterative methods for solving systems of linear algebraic equations arising from finite element (FE) discretization of Partial Differential Equations (PDE). Here we will show how the ASCA can be used to construct a nonlinear Algebraic Multi-Le...

متن کامل

Algebraic multilevel preconditioning in H(Ω, curl)

An algebraic multilevel iteration method for solving system of linear algebraic equations arising in HpΩ, curlq space is presented. The algorithm is developed for the discrete problem obtained by using the space of lowest order edge elements. The theoretical analysis of the method is based only on some algebraic sequences and generalized eigenvalues of local (element-wise) problems. Explicit re...

متن کامل

ALGEBRAIC MULTILEVEL PRECONDITIONING IN HpΩ, curl q

An algebraic multilevel iteration method for solving system of linear algebraic equations arising in HpΩ, curlq space is presented. The algorithm is developed for the discrete problem obtained by using the space of lowest order edge elements. The theoretical analysis of the method is based only on some algebraic sequences and generalized eigenvalues of local (element-wise) problems. Explicit re...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2005