Acceleration of parallel algorithms for solving three-dimensional boundary value problems on quasi-structured grids
Authors
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I.A. Klimonov
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V.D. Korneev
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V.M. Sveshnikov
Keywords:
boundary value problems
parallelization
quasi-structured grids
iterative process
initial approximation
Abstract
This paper is devoted to the acceleration of the parallel solution of three-dimensional boundary value problems by the computational domain decomposition method into subdomains that are conjugated without overlapping. The decomposition is performed by a uniform parallelepipedal macrogrid. In each subdomain and on the interface, some structured subgrids are constructed. The union of these subgrids forms a quasi-structured grid on which the problem is solved. The parallelization is carried out using the MPI-technology. We propose and experimentally study the acceleration algorithm for an external iterative process on subdomains to solve a system of linear algebraic equations approximating the Poincare-Steklov equation on the interface. A number of numerical experiments are carried out on various quasi-structured grids and with various parameters of computational algorithms showing the acceleration of computations.
Section
Section 1. Numerical methods and applications
References
- V. D. Korneev and V. M. Sveshnikov, “Parallel Algorithms and Domain Decomposition Techniques for Solving Three-Dimensional Boundary Value Problems on Quasi-Structured Grids,” Sib. Zh. Vych. Mat. 19 (2), 183-194 (2016) [Numer. Anal. Appl. 9 (2), 141-149 (2016)].
- I. A. Klimonov, V. D. Korneev, and V. M. Sveshnikov, “Parallelization Technologies for Solving Three-Dimensional Boundary Value Problems on Quasi-Structured Grids Using the CPU+GPU Hybrid Computing Environment,” Vychisl. Metody Programm. 17, 65-71 (2016).
- A. Quarteroni and A. Valli, Domain Decomposition Methods for Partial Differential Equations (Clarendon Press, Oxford, 1999).
- V. Dolean, P. Jolivet, and F. Nataf, An Introduction to Domain Decomposition Methods: Algorithms, Theory, and Parallel Implementation (SIAM Press, Philadelphia, 2015).
- A. A. Samarskii, The Theory of Difference Schemes (Nauka, Moscow, 1977; Marcel Dekker, New York, 2001).
- V. P. Il’in, Finite Difference and Finite Volume Methods for Elliptic Equations (Inst. Comput. Math. Math. Geophys., Novosibirsk, 2000) [in Russian].
- V. P. Il’in, Methods and Technologies of Finite Elements (Inst. Comput. Math. Math. Geophys., Novosibirsk, 2007) [in Russian].
- A. A. Samarskii and A. V. Gulin, Numerical Methods of Mathematical Physics (Nauchnyi Mir, Moscow, 2003) [in Russian].