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Comparative studies of Gauss-Seidel and Newton-type algorithms for solving large sparse systems of equations are reported by Népomiastchy and Ravelli (1978), Gabay et al. (1980) and Norman et al. (1983). The first two favour Newton's method, the third favours Gauss-Seidel. Apart from working on...
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