Question Details

Consider a vector  u ¯ = 2 x ^ + y ^ + 2 z ^ , where  x ^ , y ^ , z ^ represent unit vectors along the coordinate axes x, y, z respectively. The directional derivative of the function  f ( x , y , z ) = 2 ln ( x y ) + ln ( y z ) + 3 ln ( x z ) at the point  ( x , y , z ) = ( 1 , 1 , 1 ) in the direction of  u ¯ is :

Options

A

0

B

7 5 2

C

7

D

21

Show Answer

Correct Answer :

Option C

7

Solution :

The correct answer is 7.

To find the directional derivative of the function at a given point in the direction of a vector, we follow a systematic mathematical approach:

Step 1: Simplify the given function
The given function is:
f ( x , y , z ) = 2 ln ( x y ) + ln ( y z ) + 3 ln ( x z )
Using the logarithmic property ln(ab)=lna+lnb, we can expand each term:
f ( x , y , z ) = 2 ( ln x + ln y ) + ( ln y + ln z ) + 3 ( ln x + ln z )
Now, group the terms for lnx, lny, and lnz:
f ( x , y , z ) = ( 2 + 3 ) ln x + ( 2 + 1 ) ln y + ( 1 + 3 ) ln z
f ( x , y , z ) = 5 ln x + 3 ln y + 4 ln z

Step 2: Find the Gradient of the function
The gradient vector f is defined as:
f = f x x ^ + f y y ^ + f z z ^
Calculating the partial derivatives:
f x = 5 x , f y = 3 y , f z = 4 z
Thus, the gradient vector is:
f = 5 x x ^ + 3 y y ^ + 4 z z ^

Step 3: Evaluate the gradient at the point (1, 1, 1)
Substituting x=1, y=1, and z=1:
f | ( 1 , 1 , 1 ) = 5 x ^ + 3 y ^ + 4 z ^

Step 4: Find the unit vector in the direction of u¯
The given vector is:
u ¯ = 2 x ^ + y ^ + 2 z ^
The magnitude of u¯ is:
| u ¯ | = 2 2 + 1 2 + 2 2 = 4 + 1 + 4 = 9 = 3
The unit vector u^ in the direction of u¯ is:
u ^ = u ¯ | u ¯ | = 2 x ^ + y ^ + 2 z ^ 3

Step 5: Calculate the Directional Derivative
The directional derivative is the dot product of the gradient at the point and the unit direction vector:
D u ^ f = f · u ^
Substitute the vectors:
D u ^ f = ( 5 x ^ + 3 y ^ + 4 z ^ ) · ( 2 x ^ + y ^ + 2 z ^ 3 )
Compute the dot product:
D u ^ f = ( 5 × 2 ) + ( 3 × 1 ) + ( 4 × 2 ) 3
D u ^ f = 10 + 3 + 8 3 = 21 3 = 7

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