Exploring the Properties of a Vector Field
In this article, we will delve into the properties of a vector field and investigate its relationship with a potential function. Specifically, we will consider the vector field:
\mathbf F(x,y,z) = (2x+4y)\mathbf i +(4z+4x)\mathbf j + (4y + 2x)\mathbf k
Part a: Finding a Potential Function
Our first task is to find a function f
such that the given vector field \mathbf F
is the gradient of f
, that is, \mathbf F = \nabla f
. To do this, we need to find the partial derivatives of f
with respect to x
, y
, and z
, and then equate them to the corresponding components of the vector field.
Taking the partial derivatives, we have:
\frac{\partial f}{\partial x} = 2x + 4
\frac{\partial f}{\partial y} = 4y
\frac{\partial f}{\partial z} = 4z
Equating these to the components of the vector field, we get:
2x + 4y = 2x + 4
4z + 4x = 4z + 4x
4y + 2x = 4y + 2x
Integrating these equations, we obtain the potential function f(x,y,z)
:
f(x,y,z) = x^2 + 2xy + 2z^2 + 2xz + C
where C
is an arbitrary constant. Since the problem statement requires that f(0,0,0) = 0
, we set C = 0
, and the final potential function is:
f(x,y,z) = x^2 + 2xy + 2z^2 + 2xz
Part b: Investigating the Vector Field
Now, suppose that C
is a closed curve in the three-dimensional space. We can evaluate the line integral of the vector field \mathbf F
along the curve C
using the fundamental theorem of calculus for line integrals:
\int_C \mathbf F \cdot d\mathbf r = \int_C \nabla f \cdot d\mathbf r = f(B) - f(A)
where A
and B
are the starting and ending points of the curve C
, respectively.
This means that the line integral of the vector field \mathbf F
along any closed curve C
is equal to the difference in the values of the potential function f
evaluated at the starting and ending points of the curve. If the curve C
is closed, then A = B
, and the line integral will be zero.
This property of the vector field \mathbf F
being the gradient of a potential function f
is known as path independence. It means that the line integral of \mathbf F
along any path connecting two points depends only on the endpoints and not on the specific path taken.
In conclusion, we have found a potential function f
such that the given vector field \mathbf F
is the gradient of f
, and we have discussed the implications of this property for line integrals along closed curves.