Solution

ID: past-exam-of-the-mathematical-methods-i-course-of-the-university-of-oxford/2015/13/b/i/solution

Because is a real symmetric matrix, differentiating the quadratic form gives
Thus the stationary vectors are precisely , and at every one of them
The zero vector is always stationary. Nonzero stationary vectors exist exactly when is an eigenvalue of , and are exactly its nonzero eigenvectors with that eigenvalue. There is no norm constraint here; introducing one would change the stationary-value problem.

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