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AbstractThis paper deals with the problem of robustness to multiplicative plant perturbations for the case of Finite Settling Time Stabilization (FSTS) of SISO, linear, discrete-time systems. FSTS is a generalization of the deadbeat control and as in the case of deadbeat control the main feature of FSTS is the placement of all closed-loop poles at the origin of the z-plane. This makes FSTS sensitive to plant perturbations hence, the need of robust design. An efficient robustness index is introduced and the problem is reduced to a finite linear program where all the benefits of the simplex method, such as effectiveness, efficiency and ability to provide complete solution to the optimization problem, can be exploited.