Divergence & Curl -- Is multiplication by a partial derivative operator allowed?

In summary: The symbol we use for the dot product of two vectors is the dot product operator (##\cdot##), but the symbol we use for the dot product of two functions is the partial derivative operator (##\frac{\partial}{\partial x}##).Yes, there are two different dot products: the first is the dot product of a function with a vector, and the second is the dot product of a function with a different function.
  • #1
Fascheue
17
3
Divergence & curl are written as the dot/cross product of a gradient.

If we take the dot product or cross product of a gradient, we have to multiply a function by a partial derivative operator.

is multiplication by a partial derivative operator allowed? Or is this just an abuse of notation
 
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  • #2
I wouldn't say abuse of notation, rather a convention we make that the multiplication by the operator is the same as to apply the operator (to the function).
 
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  • #3
Delta2 said:
I wouldn't say abuse of notation, rather a convention we make that the multiplication by the operator is the same as to apply the operator (to the function).
like this?

##
\begin{equation*}
\frac{\partial}{\partial x} * y = \frac{\partial y}{\partial x}
\end{equation*}
?
##

Couldn’t we then do this?##
\begin{equation*}
\frac{\partial(x^2)}{\partial x} * y = \frac{\partial }{\partial x} * x^2*y = \frac{\partial(x^2y)}{\partial x}
\end{equation*}
##

Which is not correct.
 
  • #4
No, ##\frac{\partial}{\partial x}## is an operator, whilst ##\frac{\partial(x^2)}{\partial x}## is a number.
 
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  • #5
We have two different multiplications here which you consider to be the same kind but they are not and there is no reason to assume that the associative property holds (because they are different kind of multiplications) and indeed it doesn't hold.
Multiplication 1 (##*##): Multiplication of an operator with a function. This (*) is also called in some books as an external operation because it is between elements from different sets (the set of differential operators and the set of functions)
Multiplication 2 (##\cdot##): Multiplication of two functions, this is an internal operation because it is between functions, i.e elements of the same set the set of all functions.

We have no reason to assume that the associative property holds between these two different operations that is that ##(a*b)\cdot c=a*(b\cdot c)## and indeed it does not hold in this case.(##a=\frac{\partial}{\partial x}, b=x^2, c=y##).

You got one point here though, that we use the same symbol for these two different operations, so we have a little abuse of notation (or symbols) here indeed.
 
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  • #6
Delta2 said:
We have two different multiplications here which you consider to be the same kind but they are not and there is no reason to assume that the associative property holds (because they are different kind of multiplications) and indeed it doesn't hold.
Multiplication 1 (##*##): Multiplication of an operator with a function. This (*) is also called in some books as an external operation because it is between elements from different sets (the set of differential operators and the set of functions)
Multiplication 2 (##\cdot##): Multiplication of two functions, this is an internal operation because it is between functions, i.e elements of the same set the set of all functions.

We have no reason to assume that the associative property holds between these two different operations that is that ##(a*b)\cdot c=a*(b\cdot c)## and indeed it does not hold in this case.(##a=\frac{\partial}{\partial x}, b=x^2, c=y##).

You got one point here though, that we use the same symbol for these two different operations, so we have a little abuse of notation (or symbols) here indeed.
Are there also two kinds of dot products then? One involving multiplication 1 and the other involving multiplication 2?
 
  • #7
Fascheue said:
Are there also two kinds of dot products then? One involving multiplication 1 and the other involving multiplication 2?
΅Well yes this dot product ##\nabla\cdot \vec{E}## is different than this ##\vec{E}\cdot\vec{E}## though we use the same symbol.
 
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1. What is the purpose of using partial derivative operators in divergence and curl calculations?

Partial derivative operators are used to represent the rate of change of a function with respect to a specific variable. In divergence and curl calculations, they allow us to determine how a vector field changes in magnitude and direction at a particular point.

2. Can partial derivative operators be multiplied together in divergence and curl calculations?

Yes, partial derivative operators can be multiplied together in divergence and curl calculations. This is known as the chain rule and is used to calculate the derivative of a composite function.

3. Is it possible to use partial derivative operators in both Cartesian and polar coordinates?

Yes, partial derivative operators can be used in both Cartesian and polar coordinates. However, the expressions for divergence and curl may look different in each coordinate system.

4. How do partial derivative operators affect the direction of a vector field?

Partial derivative operators do not affect the direction of a vector field. They only represent the rate of change of the vector field at a particular point.

5. Are there any restrictions on which functions can be used with partial derivative operators in divergence and curl calculations?

There are no restrictions on the types of functions that can be used with partial derivative operators in divergence and curl calculations. However, the functions must be differentiable in order for the partial derivatives to be well-defined.

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