Solution

ID: past-exam-of-the-year-1-of-the-computer-science-course-of-the-university-of-oxford/2013/discrete-mathematics-probability-and-continuous-mathematics/4/d/solution

A critical point requires . Since for every real , the first partial derivative forces . The second then reduces to , so the only critical points are and .
At these points the Hessian matrix is diagonal:
The first is a positive-definite matrix, giving a strict local minimum; the second is an indefinite matrix, giving a saddle point. Their values are and . Hence
The minimum is local: along , is unbounded below as .

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