Solution

ID: past-exam-of-the-year-1-of-the-computer-science-course-of-the-university-of-oxford/2022/discrete-mathematics-continuous-mathematics-and-probability-resit/4/d/solution

Here the constraint surface is compact and regular, so a global minimum exists and satisfies the Lagrange multiplier equations
Keep the zero-coordinate cases. If , the two points are , with value . If , the two points are , with value . If both coordinates are nonzero, the equations give . The constraint becomes , whose only positive solution is . These are the four points , all with value .
These cases exhaust the stated eight constrained stationary points. Comparing their values gives
For additional classification, substituting gives , with
It decreases from to and increases from to . Thus the two -axis points are constrained local maxima, the two -axis points are global maxima, and the four mixed-coordinate points are global minima.

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