Title of article :
MPI solver for 3D elasticity problems Original Research Article
Author/Authors :
Ivan Lirkov، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2002
Abstract :
The numerical solution of 3D linear elasticity equations is considered. The problem is described by a coupled system of second-order elliptic partial differential equations. This system is discretized by trilinear parallelepipedal finite elements.
The preconditioned conjugate gradient iterative method is used for solving of the large-scale linear algebraic systems arising after the finite element method (FEM) discretization of the problem. Displacement decomposition technique is applied at the first step to construct a preconditioner using the decoupled block-diagonal part of the original matrix. Then circulant block-factorization is used for preconditioning of the obtained block-diagonal matrix. Both techniques, displacement decomposition and circulant block-factorization, are highly parallelizable.
A parallel algorithm is invented for the proposed preconditioner. The theoretical analysis of the execution time shows that the algorithm is highly efficient for coarse-grain parallel computer systems.
A portable MPI parallel FEM code is developed. Numerical tests for real-life engineering problems of the geomechanics in geosciences on a number of modern parallel computers are presented. The reported speed-up and parallel efficiency well illustrate the parallel features of the proposed method and its implementation.
Keywords :
Elasticity problem , Circulant matrix , Preconditioner , PCG method , Parallel algorithms
Journal title :
Mathematics and Computers in Simulation
Journal title :
Mathematics and Computers in Simulation