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Civil-Comp Proceedings ISSN 1759-3433
CCP: 80 PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON ENGINEERING COMPUTATIONAL TECHNOLOGY
Edited by: B.H.V. Topping and C.A. Mota Soares
Paper 57 On the Cyclic Preconditioning Matrix Constructions
B. Kiss Department of Mathematics, Széchenyi István University, Gyor, Hungary
Full Bibliographic Reference for this paper
B. Kiss, "On the Cyclic Preconditioning Matrix Constructions", in B.H.V. Topping, C.A. Mota Soares, (Editors), "Proceedings of the Fourth International Conference on Engineering Computational Technology", Civil-Comp Press, Stirlingshire, UK, Paper 57, 2004. doi:10.4203/ccp.80.57
Keywords: Schur complement peconditioners, cyclic matrices, Sobolev norm representations, domain decomposition methods, fictitious domain methods, preconditioned conjugate gradient algorithm.
Summary
The Schur complement preconditioners play a
determining role in the preconditioned conjugate gradient (PCG)
algorithm [ 1, 2] based fictitious domain and domain
decomposition methods for elliptic problems
[ 3, 4, 5, 6, 7, 8].
We have developed several simple and efficient cyclic Schur
complement preconditioning matrix constructions in the last years
[9,10]. These constructions are based on the cyclic
matrix representations of the Sobolev norm. However
their application as Schur complement preconditioning matrix
requires an approximate inverse matrix computation. It is a
disadvantage of these constructions.
In this paper a new cyclic matrix representation of the
norm is presented. This matrix has the following
simple explicit form.
where
and  is determined by the
 inequality.
Its application as Schur complement preconditioning matrix
requires only matrix-vector multiplication. The computational cost
of a matrix-vector multiplication by requires
arithmetic operations for general , where
is the number of unknowns.
We note that this preconditioning matrix has the same
computational complexity as the widely used [7,8] and
-matrix [11,12,13] type hierarchical preconditioning
matrices, but its structure is much simpler. The preconditioning
effect of to elliptic problems has been verified by numerical
tests.
This work was partly supported by the Grants T043258 and
T042826 of the Hungarian National Research Found.
References
- 1
- A.A. Samarskij, E.S. Nikolajev, "Numerical Methods for Grid Equations", Bikhäuser, Basel, 1989.
- 2
- C. Douglas, G. Haase, U. Langer, "A Tutorial on Elliptic PDE Solvers and Their Parallelisation", SIAM, 2003.
- 3
- J.H. Bramble, J.E. Pasciak, A.H. Schatz, "The Construction of Preconditioners for Elliptic Problems by Substructuring I-IV." Math. of Comp. 47(175), 103-134, 49(184), 1-16, 51(184), 415-430, 53(187), 1-24, 1986-1989.
- 4
- M. Dryja, "A Finite Element Capacitance Method For Elliptic Problems on Region Partitioned into Subregions", Numer. Math. 44, 153-168, 1984. doi:10.1007/BF01410102
- 5
- O. Steinbach, W.L. Wendland, "The Construction of Some Efficient Preconditioners in Boundary Element Methods", Adv. Comput. Math. 9, 191-216, 1998. doi:10.1023/A:1018937506719
- 6
- B.N. Koromskij, W.L. Wendland, "Spectrally Equivalent Preconditioners for Boundary Equations in Substructuring Techniques", East-West J. Numer. Math. 1, 1-27, 1993.
- 7
- C.H. Tong, T.F. Chan, C.C.J. Kuo, "A Domain Decomposition Preconditioner Based on a Change to a Multilevel Nodal Basis", SIAM J. Sci. Stat. Comput. 12, 1486-1495, 1991. doi:10.1137/0912082
- 8
- P. Oswald, "Multilevel Finite Element Approximation, Theory and Application", B.G. Teubner, Stuttgart, 1994.
- 9
- B. Kiss, A. Krebsz, "Toeplitz Matrix Representation of the
Norm", Periodica Math. Hungarica, 34(3), 201-210,1998. doi:10.1023/A:1004319404919
- 10
- B. Kiss, A. Krebsz, "On the Schur Complement Preconditioners", Computers & Structures, 73 (1-5), 537-544, 1999. doi:10.1016/S0045-7949(98)00258-2
- 11
- S. Börm, L. Grasedyck, W. Hackbusch, "Introduction to Hierarchical Matrices with Applications", Max-Planck-Institute, Leipzig, Preprint no. 18, 2002.
- 12
- W. Hackbush, "A Sparse Matrix Arithmetic Based on H-matrices, Part I: Introduction to
-matrices", Computing, 62, 89-108, 1999. doi:10.1007/s006070050015
- 13
- W. Hackbush, B.N. Koromskij, "A Sparse Matrix Arithmetic Based on
-matrices, Part II: Application to Multidimensional Problems", Computing, 64, 21-47, 2000.
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