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A comparative study of null‐space factorizations for sparse symmetric saddle point systems
Abstract:Null‐space methods for solving saddle point systems of equations have long been used to transform an indefinite system into a symmetric positive definite one of smaller dimension. A number of independent works in the literature have identified that we can interpret a null‐space method as a matrix factorization. We review these findings, highlight links between them, and bring them into a unified framework. We also investigate the suitability of using null‐space factorizations to derive sparse direct methods and present numerical results for both practical and academic problems.
Keywords:direct methods  null‐space methods  saddle point systems  sparse symmetric indefinite systems
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