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(10 points) Successive Over-Relaxation (SOR): to solve a system of linear equations Ax=b iteratively with an initial guess x0 we can choose the new guess

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(10 points) Successive Over-Relaxation (SOR): to solve a system of linear equations Ax=b iteratively with an initial guess x0 we can choose the new guess x1 to be a linear combination of the approximation from the Gauss-Seidel method and the initial guess x0. That is, x1=w(U1Lx0+U1b)+(1w)x0 If w=1, then the SOR method becomes the Gauss-Seidel method. (a) (5 points) Implement the SOR method as a Python function SOR, taking the arguments A,b,x0 (the initial guess), w, and epsilon (the termination condition is xn+1xn epsilon), and returns the solution together with the number of iterations performed

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