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Efficient iterative solvers for structural dynamics problems
Authors:Sami A Kilic
Affiliation:Department of Computer Sciences, Computing Research Institute, Purdue University, 250 N. University St., Mathematical Science Building, West Lafayette, IN 47907-2067, USA
Abstract:Direct solvers are commonly used in implicit finite element codes for structural dynamics problems. This study explores an alternative approach to solving the resulting linear systems by using preconditioned iterative schemes such as the preconditioned conjugate gradient algorithm and its variants. Preconditioners used in this study include approximate Cholesky factorization, block Jacobi, and the symmetric Gauss-Seidel over-relaxation scheme. The effects of various preconditioners and ordering schemes on the solution time and required storage are investigated. Performance results of these iterative solver are compared against the MA57 direct solver routine of the commercial Harwell Software Library.
Keywords:Structural mechanics  Finite element methods  Iterative linear solvers  Krylov subspace methods  Preconditioners  Incomplete cholesky factorization  Sparse direct solvers
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