Step 1:
\The function is , point is
and vector is
.
(a)
\Find gradient of .
The gradient of the function is the vector function of
, then
.
Consider .
Apply partial derivative on each side with respect to .
Apply partial derivative on each side with respect to .
Then the gradient vector of is
.
Step 2:
\(b)
\Find the gradient vector at a point .
Substitute in the gradient vector.
The gradient vector at a point is
.
Step 3:
\(c)
\The rate of change of the function in the direction of a vector u is
.
The vector and a point is
.
The rate of change of the function at a point
in the direction of a vector u is
Solution :
\(a) .
(b) .
(c) .