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The Algebraic Perturbation Method for Generalized Inverses
Authors:Jun Ji
Abstract:Algebraic perturbation methods were first proposed for the solution of nonsingular linear systems by R. E. Lynch and T. J. Aird 2]. Since then, the algebraic perturbation methods for generalized inverses have been discussed by many scholars 3]-6]. In 4], a singular square matrix was perturbed algebraically to obtain a nonsingular matrix, resulting in the algebraic perturbation method for the Moore-Penrose generalized inverse. In 5], some results on the relations between nonsingular perturbations and generalized inverses of $m\times n$ matrices were obtained, which generalized the results in 4]. For the Drazin generalized inverse, the author has derived an algebraic perturbation method in 6]. In this paper, we will discuss the algebraic perturbation method for generalized inverses with prescribed range and null space, which generalizes the results in 5] and 6]. We remark that the algebraic perturbation methods for generalized inverses are quite useful. The applications can be found in 5] and 8]. In this paper, we use the same terms and notations as in 1].
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