3.8 Article

On the Scalability of Classical One-Level Domain-Decomposition Methods

Journal

VIETNAM JOURNAL OF MATHEMATICS
Volume 46, Issue 4, Pages 1053-1088

Publisher

SPRINGER SINGAPORE PTE LTD
DOI: 10.1007/s10013-018-0316-9

Keywords

Domain-decomposition methods; Scalability; Classical and optimized Schwarz methods; Dirichlet-Neumann method; Neumann-Neumann method; Solvation model; Chain of atoms; Laplace's equation

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One-level domain-decomposition methods are in general not scalable, and coarse corrections are needed to obtain scalability. It has however recently been observed in applications in computational chemistry that the classical one-level parallel Schwarz method is surprizingly scalable for the solution of one- and two-dimensional chains of fixed-sized subdomains. We first review some of these recent scalability results of the classical one-level parallel Schwarz method, and then prove similar results for other classical one-level domain-decomposition methods, namely the optimized Schwarz method, the Dirichlet-Neumann method, and the Neumann-Neumann method. We show that the scalability of one-level domain decomposition methods depends critically on the geometry of the domain-decomposition and the boundary conditions imposed on the original problem. We illustrate all our results also with numerical experiments.

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