The gradient is , so its value at the point is . Since the specified direction is already a unit vector, the directional derivative is its dot product with that gradient:
For a unit direction , the Cauchy-Schwarz inequality gives , with equality in the gradient direction. Its norm here is , so the direction of fastest increase isThe maximal directional derivative itself is .
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