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The BiConjugate Gradient Stabilized method (Bi-CGSTAB) was developed to solve nonsymmetric linear systems while avoiding the often irregular convergence patterns of the Conjugate Gradient Squared method (see Van der Vorst [202]). Instead of computing the CGS sequence , Bi-CGSTAB computes where is an th degree polynomial describing a steepest descent update.