Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2011/ia/paper-2/6a/b/iii/solution

A stationary point requires and . The Hessian matrix is diagonal:
For , the origin has positive definite Hessian matrix, hence is a strict local minimum, with value zero. The two additional stationary points have value and Hessian matrix ; both are saddle points.
For , the origin is the only stationary point and has an indefinite Hessian matrix, so it is a saddle point. For , the Hessian matrix test is inconclusive, but takes positive values along the -axis and negative values along the -axis arbitrarily near zero. Thus the origin is a degenerate saddle point. There are no local maxima in any case: varying or away from a stationary point increases .

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