Solution

ID: past-exam-of-the-mathematical-methods-ii-course-of-the-university-of-oxford/2013/4/d/solution

A stationary direction at the point has zero directional derivative, hence is perpendicular to . The two opposite unit directions are
They are tangents to the circular level curve. “Stationary” here means zero first-order change. A finite straight move in a tangent direction gives squared radius and therefore a positive second-order change ; following the curved level set instead keeps exactly constant.

New to topics? Read the docs here!