simpler gmres with deflated restarting

in this paper we consider the simpler gmres method augmented by approximate eigenvectors for solving nonsymmetric linear systems. we modify the augmented restarted simpler gmres proposed by boojhawon and bhuruth to obtain a simpler gmres with deflated restarting. moreover, we also propose a residual-based simpler gmres with deflated restarting, which is numerically more stable. the main advantage over the augmented version is that the simpler gmres with deflated restarting requires less matrix-vector products per restart cycle. some details of implementation are also considered. numerical experiments show that the residual-based simpler gmres with deflated restarting is effective.