Abstract
The convergence analysis of multigrid methods for boundary element equations arising from negative-order pseudo-differential operators is quite different from the usual finite element multigrid analysis for elliptic partial differential equations. In this paper, we study the convergence of geometrical multigrid methods for solving large-scale, data-sparse boundary element equations. In particular, we investigate multigrid methods for \(\mathcal{H}\)-matrices arising from the adaptive cross approximation to the single layer potential operator.
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Andjelić Z., Smajić J. and Conry M. (2007). BEM-based simulations in engineering design. In: Schanz, M. and Steinbach, O. (eds) Boundary Element Analysis: Mathematical Aspects and Applications, pp 281–352. Springer, Berlin
Bebendorf M. (2000). Approximation of boundary element matrices. Numer. Math. 86: 565–589
Bebendorf, M.: Effiziente numerische Lösung von Randintegralgleichungen unter Verwendung von Niedrigrang-Matrizen. PhD thesis, Universität Saarbrücken, 2000
Bebendorf M. and Grzibovski R. (2006). Accelerating Galerkin BEM for linear elasticity using adaptive cross approximation. Mathematical Methods in Applied Sciences 29: 1721–1747
Bebendorf M. and Rjasanow S. (2003). Adaptive low-rank approximation of collocation matrices.. Computing 70(1): 1–24
Bramble J.H., Goldstein C.I. and Pasciak J.E. (1994). Analysis of V-cycle multigrid algorithms for forms defined by numerical quadrature. SIAM Sci. Stat. Comput. 15: 566–576
Bramble J.H., Leyk Z. and Pasciak J.E. (1994). The analysis of multigrid algorithms for pseudo-differential operators of order minus one. Math. Comput. 63(208): 461–478
Bramble J.H. and Pasciak J.E. (1993). New estimates for multilevel algorithms including the V-cycle. Math. Comput. 60: 447–471
Bramble, J.H., Zhang, X.: The analysis of multigrid methods. In: Ciarlet, P., Lions, J.L. (eds.) The Handbook for Numerical Analysis, vol. VIII, pp. 173–415. North-Holland, Amsterdam (2000)
Brandt A. and Lubrecht A.A. (1990). Multilevel matrix multiplication and fast solution of integral equations. J. Comput. Phys. 90: 348–370
Carstensen C., Kuhn M. and Langer U. (1998). Fast parallel solvers for symmetric boundary element domain decomposition equations. Numer. Math. 79: 321–347
Dahmen W., Prössdorf S. and Schneider R. (1994). Wavelet approximation methods for pseudodifferential equations i: Stability and convergence. Math. Zeitschrift 215: 583–620
Falgout R.D. and Vassilevski P.S. (2004). On generalizing the AMG framework. SIAM J. Numer. Anal. 42(4): 1669–1693
Falgout R.D., Vassilevski P.S. and Zikatanov L.T. (2005). On the two-grid convergence estimates. Numer. Linear Algebra Appl. 12(5–6): 471–494
Fischer M., Perfahl H. and Gaul L. (2005). Approximate inverse preconditioning for the fast multipole BEM in acoustics. Comput. Vis. Sci. 8(3–4): 169–177
Giebermann, K.: Schnelle Summationsverfahren zur numerischen Lösung von Integralgleichungen für Streuprobleme in R 3. PhD thesis, Universität Karlsruhe, 1997
Greengard L. and Rokhlin V. (1987). A fast algorithm for particle simulations.. J. Comput. Phys. 73(2): 325–348
Hackbusch W. (1985). Multigrid methods and application. Springer, Berlin
Hackbusch, W.: A sparse matrix arithmetic based on \(\mathcal{H}\)-matrices. Computing 62(2), 89–108 (1999)
Hackbusch W. and Nowak Z.P. (1989). On the fast matrix multiplication in the boundary element method by panel clustering. Numer. Math. 54(4): 463–491
Jung M. and Langer U. (1991). Applications of multilevel methods to practical problems. Surv. Math. Indust. 1: 217–257
Kurz S., Rain O. and Rjasanow S. (2002). The adaptive cross approximation technique for the 3-D boundary element method. IEEE Trans. Magn. 38(2): 421–424
Lage C. and Schwab C. (1999). Wavelet Galerkin algorithms for boundary integral equations. SIAM J. Sci. Comput. 20: 2195–2222
Langer U. (1994). Parallel iterative solution of symmetric coupled FE/BE-equations via domain decomposition. Contemp. Math. 157: 335–344
Langer U. and Pusch D. (2005). Data-sparse algebraic multigrid methods for large scale boundary element equations. Appl. Numer. Math. 54: 406–424
Langer U., Pusch D. and Reitzinger S. (2003). Efficient preconditioners for boundary element matrices based on grey-box algebraic multigrid methods. Int. J. Numer. Methods Eng. 58(13): 1937–1953
Langer U. and Steinbach O. (2003). Boundary element tearing and interconnecting methods. Computing 71(3): 205–228
Of G., Steinbach O. and Wendland W.L. (2005). Applications of a fast multipole Galerkin boundary element method in linear elastostatics. Comput. Vis. Sci 8(3–4): 201–209
Rjasanow S. (1987). Zweigittermethode für eine Modellaufgabe bei BEM Diskretisierung. Wiss. Z. d. TU Karl-Marx-Stadt 29: 230–235
Rokhlin V. (1985). Rapid solution of integral equations of classical potential theory. J. Comput. Phys. 60(2): 187–207
Sauter, S.A., Schwab, C.: Randelementemethoden: Analyse, Numerik und Implementierung schneller Algorithmen. Teubner, Stuttgart (2004)
Steinbach, O.: Numerische Näherungsverfahren für elliptische Randwert-probleme: Finite Elemente und Randelemente. Teubner, Stuttgart (2003)
Petersdorff, T. von , Stephan, E.P (1992). Multigrid solvers and preconditioners for first kind integral equations. Numer. Methods Partial Differ. Equations 8: 443–450
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Communicated by P. Hemker.
This work has been supported by the Austrian Science Fund ‘Fonds zur Förderung der wissenschaftlichen Forschung (FWF)’ under the grant P14953 “Robust Algebraic Multigrid Methods and their Parallelization”.
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Langer, U., Pusch, D. Convergence analysis of geometrical multigrid methods for solving data-sparse boundary element equations. Comput. Visual Sci. 11, 181–189 (2008). https://doi.org/10.1007/s00791-007-0067-8
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DOI: https://doi.org/10.1007/s00791-007-0067-8