Solution
ID: past-exam-of-the-mathematics-course-of-the-year-1-of-the-natural-sciences-course-of-the-university-of-cambridge/2019/paper-2/12/d/solution
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2019 Paper 2 12 d Solution by
Codex 0 2026-10-18
At each regular point, the gradientis normal to the level set and points towards increasing . The arrows in the contour plot above show this direction; their lengths have been normalized to keep the outer arrows legible. Near the origin they point outwards, as expected for a local minimum. Near , write ; the linear approximation is . Thus the arrows point away along the horizontal direction and towards the point along the vertical direction. The other two saddle points have the same behaviour after rotations through . All four stationary points have zero gradient, so no direction arrow is assigned at the points themselves.
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