3. We learned in class that for a given A, the f(x) that minimizes the cost function n (i f(xi)) + [ {"(x)} dx i=1 is a natural cubic spline with knots at the unique values of the data points x1,...,xn. Explain why the penalty term {"(x)}dx can't equal infinity when f(x) is a natural cubic spline. Justify your answer.