The directional derivative of the function f(x, y) = x2 + y2 along a line directed from (0, 0) to (1, 1), evaluated at the point x = 1, y = 1 is
Correct Answer :
2√2
Solution :
The correct option is 2√2.
To find the directional derivative of the function along a line directed from to evaluated at , we follow a step-by-step mathematical derivation:
Step 1: Compute the gradient of the function .
The gradient vector is given by the partial derivatives with respect to and :
Calculating the partial derivatives:
Thus, the gradient vector is:
Step 2: Evaluate the gradient at the point .
Substituting and into the gradient expression:
Step 3: Determine the unit vector in the direction of the line.
The line is directed from the point to . The vector representing this direction is:
The magnitude of this vector is:
The unit vector in this direction is obtained by dividing the vector by its magnitude:
Step 4: Calculate the directional derivative.
The directional derivative of the function is the dot product of the gradient vector and the unit direction vector:
Substituting our values:
Thus, the directional derivative of the given function evaluated at is indeed 2√2.
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