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A Note on the GMRES Method for Linear Discrete Ill-Posed Problems
Authors:Nao Kuroiwa & Takashi Nodera
Abstract:In this paper, we are presenting a proposal for new modified algorithms for RRGMRES and AGMRES. It is known that RRGMRES and AGMRES are viable methods for solving linear discrete ill-posed problems. In this paper we have focused on the residual norm and have come up with two improvements where successive updates and the stabilization of decreases for the residual norm improve performance respectively. Our numerical experiments confirm that our improved algorithms are effective for linear discrete ill-posed problems.
Keywords:Numerical computation  GMRES  iterative method  linear discrete ill-posed problem  
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