The term d_u f represents the directional derivative of a function f in the direction of a unit vector u. It measures how the function f changes as you move from a point in the direction specified by u, providing crucial insights into the behavior of the function in different directions. This concept is directly related to gradients, as the directional derivative can be computed using the dot product of the gradient of f and the unit vector u.
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