4.7 Article

An FFT-based Galerkin method for homogenization of periodic media

Journal

COMPUTERS & MATHEMATICS WITH APPLICATIONS
Volume 68, Issue 3, Pages 156-173

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.camwa.2014.05.014

Keywords

Galerkin approximation; Heterogeneous media; Numerical homogenization; Fourier transform; Trigonometric polynomials; Conjugate gradients

Funding

  1. Czech Science Foundation [P105/12/0331]
  2. European Social Fund
  3. state budget of the Czech Republic
  4. European Regional Development Fund under the IT4Innovations Centre of Excellence [CZ.1.05/1.1.00/02.0070]
  5. [EXLIZ-CZ.1.07/2.3.00/30.0013]

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In 1994, Moulinec and Suquet introduced an efficient technique for the numerical resolution of the cell problem arising in homogenization of periodic media. The scheme is based on a fixed-point iterative solution to an integral equation of the Lippmann-Schwinger type, with action of its kernel efficiently evaluated by the Fast Fourier Transform techniques. The aim of this work is to demonstrate that the Moulinec Suquet setting is actually equivalent to a Galerkin discretization of the cell problem, based on approximation spaces spanned by trigonometric polynomials and a suitable numerical integration scheme. For the latter framework and scalar elliptic problems, we prove convergence of the approximate solution to the weak solution, including a-priori estimates for the rate of convergence for sufficiently regular data and the effects of numerical integration. Moreover, we also show that the variational structure implies that the resulting non-symmetric system of linear equations can be solved by the conjugate gradient method. Apart from providing a theoretical support to Fast Fourier Transform-based methods for numerical homogenization, these findings significantly improve on the performance of the original solver and pave the way to similar developments for its many generalizations proposed in the literature. (C) 2014 Elsevier Ltd. All rights reserved.

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