Abstract
Multigrid methods have proved to be among the fastest numerical methods for solving a broad class of problems, from many types of partial differential equations to problems with no continuous origin. On a serial computer, multigrid methods are able to solve a widening class of problems with work equivalent to a few evaluations of the discrete residual (i.e., a few relaxations). Many research projects have been conducted on parallel multigrid methods, and they have addressed a variety of subjects: from proposed new algorithms to theoretical studies to questions about practical implementation. The aim here is to provide a brief overview of this active and abundant field of research, with the aim of providing some guidance to those who contemplate entering it.
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References
Bastian, P., 1993. “Parallel adaptive multigrid methods,” Technical Report IWR 93-60, Interdisciplinary Center for Scientific Computing, Universität Heidelberg.
Bramble, J.H., 1993. Multigrid Methods, Pitman Research Notes in Mathematical Sciences 294, Longman Scientific & Technical, Essex, England.
Bramble, J.H., Pasciak, J.E., and Xu, J., 1990. “Parallel multilevel preconditioners,” Math. Comp. 55, pp. 1–22.
Brandt, A., 1977. “Multi-level adaptive solutions to boundary-value problems,” Math. Comp. 31, pp. 333–390.
Brandt, A., 1981. “Multigrid solvers on parallel computers,” Elliptic Problem Solvers, M.H. Schultz, ed., Academic Press, New York, pp. 39–83.
Brandt, A., 1984. Multigrid techniques: 1984 guide with applications to fluid dynamics, GMD-Studien Nr.85. Gesellschaft für Mathematik und Datenverarbeitung, St. Augustin.
Brandt, A., 1989. “The Weizmann Institute research in multilevel computation: 1988 report,” Proc. Fourth Copper Mountain Conf. on Multigrid Methods, J. Mandel et al., ed., SIAM, Philadelphia, pp. 13–53.
Brandt, A., and Diskin, B., 1994. “Multigrid solvers on decomposed domains,” in Proc. Sixth Int. Conf. on Domain Decomposition Methods, A. Quarteroni et al, eds., AMS, Providence, pp. 135–155.
Brandt, A., and Greenwald, J., 1991. “Parabolic multigrid revisited,” in Multigrid Methods III, W. Hackbusch and U. Trotten-berg, eds., Birkhäuser Verlag, pp. 143–154.
Briggs, W.L., 1987. A Multigrid Tutorial, SIAM, Philadelphia.
Briggs, W.L., Hart, L., McCormick, S.F., and Quinlan, D., 1988. “Multigrid methods on a hypercube,” Multigrid Methods: Theory, Applications, and Supercomputing, S.F. McCormick, ed., Lecture Notes in Pure and Applied Mathematics,Marcel Dekker, New York, pp. 63–83.
Chan, T.F., and Tuminaro, R.S., 1987. “Design and implementation of parallel multigrid algorithms,” Proc. Third Copper Mountain Conf. on Multigrid Methods, S.F. McCormick, ed., Marcel Dekker, New York, pp. 101–115.
Chan, T.F., and Tuminaro, R.S., 1987. “A survey of parallel multigrid algorithms,” Proc. Symp. on Parallel Computations and their Impact on Mechanics, A. K. Noor, ed., ASME, New York, pp. 155–170.
Decker, N.H., 1991. “Note on the parallel efficiency of the Frederickson-McBryan multigrid algorithm,” SIAM J. Sci. Stat. Comput. 12, pp. 208–220.
Degani, A.T., and Fox, G.C., 1995-“Parallel multigrid computation of the unsteady incompressible Navier-Stokes equations,” Technical Report SCCS 739, Northeast Parallel Architectures Center at Syracuse University.
Dendy, J.E., 1995. “Revenge of the semicoarsening frequency decomposition multigrid method,” Proc. Seventh Copper Mountain Conf. on Multigrid Methods.
Dendy, J.E., Ida, M.P., and Rutledge, J.M., 1992. “A semicoarsening multigrid algorithm for SIMD machines,” SIAM J. Sci. Stat. Comput 13, pp. 1460–1469.
Douglas, C.C., 1991. “A tupleware approach to domain decomposition methods,” Appl. Numer. Math. 8, pp. 353–373.
Douglas, C.C., and Douglas, M.B., 1996. “MGNet Bibliography,” http://casper.cs.yale.edu/mgnet/www/mgnet-bib.html
Douglas, C.C., and Miranker, W.L., 1988. “Constructive interference in parallel algorithms,” SIAM J. Numer. Anal. 25, pp. 376–398.
Frederickson, P.O., and McBryan, O.A., 1988. “Parallel superconvergent multigrid,” Multigrid Methods: Theory, Applications, and Supercomputing, S.F. McCormick, ed., in 10 of Lecture Notes in Pure and Applied Mathematics, Marcel Dekker, New York, pp. 195–2
Gannon, D.B., and Van Rosendale, J., 1986. “On the structure of parallelism in a highly concurrent PDE solver,” J. Par. Dist. Comp. 3, pp. 106–135.
Greenbaum, A., 1986. “A multigrid method for multiprocessors,” Appl. Math. Comput. 19, pp. 75–88.
Hackbusch, W., 1984. “Parabolic multi-grid methods,” Computing Methods in Applied Sciences and Engineering VI, R. Glowinski and J.-L. Lions, eds., Amsterdam, North Holland.
Hackbusch, W., 1989. “The frequency decomposition multigrid method, part I: Application to anisotropic equations,” Numer. Math. 56, pp. 229–245.
Hart, L., and McCormick, S.F., 1989. “Asynchronous multilevel adaptive methods for solving partial differential equations on multiprocessors: Basic ideas,” Parallel Computing 12, pp. 131–144.
Horton, G., 1992. “The time-parallel multigrid method,” Comm. Appl. Num. Meths. 8, pp. 585–595.
Horton, G., and Vandewalle, S., July 1995. “A space-time multigrid method for parabolic PDEs,” SIAM J. Sci. Stat. Comp. 16, pp. 848–864.
Horton, G., and Vandewalle, S., and Worley, P., May 1995. “An algorithm with polylog parallel complexity for solving parabolic partial differential equations,” SIAM J. Sci. Stat. Comp. 16, pp. 531–541.
Lemke, M., Witsch, K., and Quinlan, D., 1993. “An object-oriented approach for parallel self adaptive mesh refinement on block structured grids,” Sixth Copper Mountain Conf. on Multigrid Methods, N.D. Melson, T.A. Manteuffel, and S.F. McCormick, eds., CP 3224, NASA, Hampton, VA, pp. 345–359.
Matheson, L.R., 1994. Multigrid Algorithms on Massively Parallel Computers, PhD thesis, Department of Computer Science, Princeton University, Princeton, NJ.
Matheson, L.R., and Tarjan, R.E., 1994. “A critical analysis of multigrid methods on massively parallel computers,” Technical Report TR-448-94, Department of Computer Science, Princeton University.
McBryan, O.A., Frederickson, P.O., Linden, J., Schüller, A., Solchenbach, K., Stüben, K., Thole, C.A., and Trottenberg, U., 1991. “Multigrid methods on parallel computers, a survey of recent developments,” Impact Comput. Sci. Eng. 3, pp. 1–75.
McCormick, S.F., 1989. Multilevel Adaptive Methods for Partial Differential Equations, Frontiers in Applied Mathematics 6, SIAM, Philadelphia.
McCormick, S.F., 1992. Multilevel Projection Methods for Partial Differential Equations, CBMS-NSF Series 62, SIAM, Philadelphia.
McCormick, S.F., and Quinlan, D., 1989. “Asynchronous multilevel adaptive methods for solving partial differential equations on multiprocessors: Performance results,” Parallel Computing 12, pp. 145–156.
McCormick, S.F., and Quinlan, D., 1992. “Idealized analysis of asynchronous multilevel methods,” Proc. Symp. on Adaptive Multilevel and Hierarchical Computational Strategies, ASME, New York, pp. 1–8.
Mulder, W.A., 1989. “A new multigrid approach to convection problems,” J. Comp. Phys. 83, pp. 303–323.
Naik, N.H., and Van Rosendale, J., 1993. “The improved robustness of multigrid elliptic solvers based on multiple semicoarsened grids,” SIAM J. Numer. Anal. 30, pp. 215–229.
Ritzdorf, H., Schüller, A., Steckel, A.B., and Stüben, K., 1994. “L iSS — An environment for the parallel multigrid solution of partial differential equations on general 2D domains,” Parallel Computing 20, pp. 1559–1570.
Schaffer, S. “A semi-coarsening multigrid method for elliptic partial differential equations with highly discontinuous and anisotropic coefficients,” SIAM J. Sci. Stat. Comp. (to appear).
Tuminaro, R.S., and Womble, D.E., 1993. “Analysis of the multigrid FMV cycle on large scale parallel machines,” SIAM J. Sci. Stat Comp. 14, pp. 1159–1173.
Vandewalle, S., 1993. Parallel Multigrid Waveform Relaxation for Parabolic Problems, B.G. Teubner Verlag, Stuttgart.
Xu, J., 1992. “Iterative methods byi space decomposition and subspace correction,” SIAM Review 34, pp. 581–613.
Yserentant, H., 1993. “Old and new convergence proofs for multigrid methods,” Acta Numerica 2, pp. 285–326.
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Jones, J.E., McCormick, S.F. (1997). Parallel Multigrid Methods. In: Keyes, D.E., Sameh, A., Venkatakrishnan, V. (eds) Parallel Numerical Algorithms. ICASE/LaRC Interdisciplinary Series in Science and Engineering, vol 4. Springer, Dordrecht. https://doi.org/10.1007/978-94-011-5412-3_7
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DOI: https://doi.org/10.1007/978-94-011-5412-3_7
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