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A math homework assignment for a university-level course in advanced calculus or numerical analysis. The assignment includes problems on hermite interpolation to approximate the logarithmic function using given values and derivatives, numerical differentiation to compute derivatives using a 3-point approximation formula, and richardson's extrapolation to improve the accuracy of numerical approximations. Students are expected to use mathematical formulas and techniques to solve these problems and plot their answers.
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Math 151A Homework #
Given the data in the following table, compute a 3-point approximation to the derivative at each of the points.
x f (x) 0 1 1 2 2 5
Compute an error bound for using a 3-point centered difference formula to compute the second derivative of f (x) = sin(x) using the points xk = 0, π/ 8 , π/4.
Suppose N (h) is an approximation to M such that
M = N (h) + K 2 h^2 + K 4 h^4 + K 6 h^6 + · · ·
where Kj is constant. Use the values N (h), N (h/3), and N (h/9) to produce an order h^6 approximation to M.