Calculate Dot Product of Nabla and Vector | Partial Derivative Method

In summary, the dot product of nabla and the vector is simply the partial derivative of each component. It is not possible to leave out the denominator, as it is a function of x, y, and z. Rewriting the vector in polar coordinates would also require rewriting the operator, which is not a trivial task. It is easier to differentiate with respect to x, y, and z in Cartesian coordinates.
  • #1
dalarev
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0
[SOLVED] Divergence, nabla

Homework Statement



Given the vector, find the dot product.

Homework Equations



dot product of nabla and the vector is just partial derivative of each component.

The Attempt at a Solution



I'm trying to figure out if I can just leave out the denominator, since it is a scalar (the magnitude of vector r). The answer, however, is 2/r , so I'm starting to think it's going to be necessary to change to plane polar coordinates.
 

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  • #2
While the denominator is a scalar, it is still a function of x, y, and z. No, you certainly cannot leave it out. You could write the vector as
[tex]\left(\frac{x}{\sqrt{x^2+ y^+ z^2}}, \frac{y}{\sqrt{x^2+ y^+ z^2}},\frac{z}{\sqrt{x^2+ y^+ z^2}}\right)[/tex]
and differentiate the three components of that with respect to x, y, and z, respectively and then add.

While the vector might be simpler in polar coordinates, you would also have to rewrite the operator in polar coordinates- and that is not trivial. Differentiating with respect to x, y, and z is not that difficult. Just write the first component as [itex]x(x^2+ y^2+ z^2)^{1/2}[/itex] and differentiate with respect to x. You can then use "symmetry" to just write down the other derivatives, swapping the coordinates as appropriate.
 
  • #3
HallsofIvy said:
While the denominator is a scalar, it is still a function of x, y, and z. No, you certainly cannot leave it out. You could write the vector as
[tex]\left(\frac{x}{\sqrt{x^2+ y^+ z^2}}, \frac{y}{\sqrt{x^2+ y^+ z^2}},\frac{z}{\sqrt{x^2+ y^+ z^2}}\right)[/tex]
and differentiate the three components of that with respect to x, y, and z, respectively and then add.

While the vector might be simpler in polar coordinates, you would also have to rewrite the operator in polar coordinates- and that is not trivial. Differentiating with respect to x, y, and z is not that difficult. Just write the first component as [itex]x(x^2+ y^2+ z^2)^{1/2}[/itex] and differentiate with respect to x. You can then use "symmetry" to just write down the other derivatives, swapping the coordinates as appropriate.

Thank you for that, exactly what I needed. The rest is just repetitive differentiation, thanks for the help. /solved
 

Related to Calculate Dot Product of Nabla and Vector | Partial Derivative Method

What is the dot product of nabla and a vector?

The dot product of nabla and a vector is a mathematical operation that results in a scalar quantity. It is calculated by taking the partial derivatives of the vector with respect to each coordinate and multiplying them together.

What is the purpose of calculating the dot product of nabla and a vector?

The dot product of nabla and a vector is commonly used in physics and engineering to calculate the rate of change of a scalar field in a specific direction. It can also be used to find the directional derivative of a function.

How is the dot product of nabla and a vector calculated using the partial derivative method?

To calculate the dot product of nabla and a vector using the partial derivative method, you first take the partial derivative of the vector with respect to each coordinate. Then, you multiply these partial derivatives together and add them all up to get the final scalar value.

What are some applications of calculating the dot product of nabla and a vector?

The dot product of nabla and a vector has many applications in physics, engineering, and mathematics. It is used to calculate the gradient of a scalar field, determine the direction of maximum change in a function, and solve differential equations, among others.

Are there any limitations to using the partial derivative method to calculate the dot product of nabla and a vector?

One limitation of using the partial derivative method is that it can only be applied to continuous functions. Additionally, the vector must have the same number of dimensions as the scalar field in order for the dot product to be calculated.

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