The major iterative algorithms based on functional iteration techniques for solving nonlinear matrix equations are described, analysed, and compared in this chapter. First, the basic concepts on fixed point iterations are recalled, then linearly convergent iterations are treated, and finally Newton’s iteration is considered.
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