Solution

ID: past-exam-of-the-mathematical-methods-ii-course-of-the-university-of-oxford/2021-resit/5/solution

The gradient of the scalar field is
For a unit vector , the directional derivative is . The Cauchy-Schwarz inequality bounds its magnitude by , with equality precisely in the two directions parallel to the gradient. Therefore
The plus choice gives the greatest positive directional derivative, and the minus choice gives the most negative directional derivative. Both maximize its magnitude.

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