Reconstructing a function from its gradient

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The discussion revolves around reconstructing a function from its gradient, specifically addressing the gradient given as grad f = xy i + 2xy j + 0 k. Initial confusion arises with the incorrect assumption that the solution is zero, which is clarified as incorrect since a constant function would yield a gradient of zero. The correct approach involves using the gradient definition to derive partial derivatives, leading to the conclusion that the given vector field has no potential function. Additionally, a method for solving similar problems is discussed, emphasizing the need to solve partial differential equations systematically. The final solution for a related example is presented, demonstrating the process of combining results from different equations.
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Homework Statement


given grad f = xy i + 2xy j+0 k
find f(x,y,z)
how to generally solve questions of this type


Homework Equations





The Attempt at a Solution


the ans is 0. don't know how.
 
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I would start with the definition of the gradient operator and look at the three terms individually in the expression for grad f.
 
Well, first, the answer is NOT '0'. If f(x,y,z)= 0 for all x, a constant, then its gradient is everywhere 0, not what you give.

Hopefully, as SteamKing suggested, you know that
\nabla f= \frac{\partial f}{\partial x}\vec{i}+ \frac{\partial f}{\partial y}\vec{j}+ \frac{\partial f}{\partial z}\vec{k}
so you must have
\frac{\partial f}{\partial x}= xy
\frac{\partial f}{\partial y}= 2xy
\frac{\partial f}{\partial z}= 0
One problem you are going to have to consider is that
\frac{\partial^2f}{\partial x\partial y}= \frac{\partial xy}{\partial y}= x
and
\frac{\partial^2f}{\partial y\partial x}= \frac{\partial 2xy}{\partial x}= 2y

Do you see a difficulty with that?
 
kini.Amith said:

Homework Statement


given grad f = xy i + 2xy j+0 k
find f(x,y,z)
how to generally solve questions of this type

The Attempt at a Solution


the ans is 0. don't know how.

This can't be right.
With f(x,y,z)=0, we would have graf f(x,y,z)=0 i + 0 j + 0 k.
This does not match your problem.

Did you state the problem correctly?
 
the question is not exactly the same as that which i have given
 
Last edited:
The exact qustion is,

Q. we can handle potential fields f more easily than vector fields v= grad f. Find f for given v or state that v has no potential
v = xy i + 2xy j+0 k

And the ans given is 'no potential'
 
kini.Amith said:
The exact qustion is,

Q. we can handle potential fields f more easily than vector fields v= grad f. Find f for given v or state that v has no potential
v = xy i + 2xy j+0 k

And the ans given is 'no potential'

That makes more sense!
That is, there is no solution.
A possible proof has already been given by HallsOfIvy.
 
ok, but can u help me with how to generally solve problems of this kind which do have solutions.
say div f= (yz + 1) i +(xz + 1 )j + (xy + 1) k
the ans is obvious, but how to solve it methodically?
 
kini.Amith said:
ok, but can u help me with how to generally solve problems of this kind which do have solutions.
say div f= (yz + 1) i +(xz + 1 )j + (xy + 1) k
the ans is obvious, but how to solve it methodically?

The method to solve it, is to solve the partial differential equations (assuming you meant grad instead of div).
In your example the first equation is:

fx=yz + 1

The equations solve to respectively:

f(x,y,z) = xyz + x + g1(y,z)
f(x,y,z) = xyz + y + g2(x,z)
f(x,y,z) = xyz + z + g3(x,y)

where g1, g2, and g3 are arbitrary functions of the specified variables.

Combining these gives:

f(x,y,z) = xyz + x + y + z + C
 

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