Vector product - operator's a vector?

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Discussion Overview

The discussion revolves around the nature of the vector operator \nabla and its application in the context of the curl of a vector field, particularly in classical mechanics and gravitational fields. Participants explore whether \nabla can be considered a vector and how it functions within vector products.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant expresses confusion about the operator \nabla, questioning how it can be used in a vector product if it is not a vector.
  • Another participant suggests that the operator is cleverly defined to behave like a vector for the purposes of calculations, despite not being a true vector.
  • A participant provides a mathematical definition of the curl operator and explains how \nabla can be treated like a vector in cross products, while cautioning that this is a coincidence.
  • Some participants note that \nabla can only be thought of as a vector in Cartesian coordinates, emphasizing the importance of understanding its limitations in other coordinate systems.
  • There is a suggestion that while the mnemonic of treating \nabla as a vector may be useful initially, one should move beyond it to grasp the broader implications and applications in different contexts.
  • Another participant argues that the del operator is indeed a vector differential operator, with its components having a simple form only in Cartesian coordinates, but applicable in any coordinate system.

Areas of Agreement / Disagreement

Participants generally agree that \nabla can be treated as a vector in certain contexts, particularly Cartesian coordinates, but there is disagreement on the extent to which this analogy holds true and how it should be approached in different coordinate systems. The discussion remains unresolved regarding the implications of treating \nabla as a vector.

Contextual Notes

Some participants highlight the need for caution when using the mnemonic of \nabla as a vector, suggesting that it may lead to misunderstandings if not properly contextualized within different coordinate systems.

Oblio
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Greetings all!
So,

[tex]\nabla X \vec{F}[/tex] is confusing me.

I understand that it can be used to tell whether a force is conservative in that, if the curl is 0 then the work done all all paths are the same... that's fine.

However,
I was looking at it, for example, in the context of the gravitational field. When drawing it out, one can see that the curl is indeed 0, and I've been told that it is proven by [tex]\nabla X \vec{F}[/tex], BUT from what I understand, and from what I've been told, the operator [tex]\nabla[/tex] has no direction, and thereby not a vector...

yet used in a vector product?

How can it even by setup in the first place if the operator isn't a vector?
 
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This got moved I see? Yet its from my classical mechanics class. lol
 
this post can probably be disregarded unless people with a classical mechanics context can answer my question, and not a purely mathematical one; which would probably mean very little to me.
 
The operator is defined in such a clever way that you MAY regard it as a vector, so that the curl comes out properly.

Of course, it is not really a vector, but how we define it enables us to treat it as a vector in our calculations.
 
Actually, the curl operator is curl, rot or [itex]\vec\nabla\times[/itex]. You can apply it to a vector [itex]\vec V = (V_1, V_2, V_3)[/itex] so you get [itex]\operatorname{curl} \vec V[/itex], [itex]\operatorname{rot} \vec V[/itex] or [itex]\vec\nabla \times \vec V[/itex], which is defined by

[tex]\operatorname{curl} \vec V = \operatorname{rot} \vec V = \nabla \times V \stackrel{\mathrm{def}}{=} \begin{pmatrix}<br /> \frac{\partial V_3}{\partial y} - \frac{\partial V_2}{\partial z} \\<br /> \frac{\partial V_1}{\partial z} - \frac{\partial V_3}{\partial x} \\<br /> \frac{\partial V_2}{\partial x} - \frac{\partial V_1}{\partial y} \\<br /> \end{pmatrix}[/tex].

By way of mnemonic, you can remember
[tex]\nabla = \begin{pmatrix} \frac{\partial}{\partial x} \\ \frac{\partial}{\partial y} \\ \frac{\partial}{\partial z} \end{pmatrix}[/tex]
and you can multiply it in the cross product like it is an actual vector and it will give you the correct result.
But you should consider this as a coincidence, and keep in mind that although [itex]\nabla[/itex] behaves in most ways like a vector, the operators that work on the vector are really things like [itex]\nabla\cdot, \nabla\times[/itex], etc. and it is not really a vector product in the sense of [itex]\vec V \times \vec W[/itex] or [itex]\vec V \cdot \vec W[/itex]. If you want, also consider it a coincidence that the same symbol [itex]\nabla[/itex] occurs in all these notations, though of course this is because we think of [itex]\nabla[/itex] as something with partial derivatives, which is in all these operators.

Sorry, it became a mathematical explanation after all. But for most practical purposes (actually, all I have encountered in classical mechanics) you can pretend that it is a vector (but again, it is not).
 
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[tex]\nabla[/tex] can be thought of like a vector only in cartesian coordinates.
Note the warning at the bottom of http://users.aber.ac.uk/ruw/teach/260/260del.html .

So, in starting out, it might be a useful mnemonic... but one should quickly free oneself from it. (Similarly, since evaluating determinants with the diagonal lines only work with 2x2 and 3x3, one should quickly learn the more general method and its interpretation.)
 
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robphy said:
[tex]\nabla[/tex] can be thought of like a vector only in cartesian coordinates.
Del is a vector differential operator.
It's components only have that simple form in Cartesian coordinates, but it is still a vector.
All its operations can be carried out independently of any coordinate system.
 
robphy said:
[tex]\nabla[/tex] can be thought of like a vector only in cartesian coordinates.
Note the warning at the bottom of http://users.aber.ac.uk/ruw/teach/260/260del.html .

So, in starting out, it might be a useful mnemonic... but one should quickly free oneself from it. (Similarly, since evaluating determinants with the diagonal lines only work with 2x2 and 3x3, one should quickly learn the more general method and its interpretation.)
The correct application of the del operator will always work out properly, irrespective of your choice of coordinates.

Here's how the correct application goes, using cylindrical coordinates for convenience, calculating the curl.
The trick lies in applying the differential operator BEFORE making cross-products between vectors proper:
[tex]\nabla\times\vec{F}=\vec{i}_{r}\times\frac{\partial\vec{F}}{\partial{r}}+\vec{i}_{\theta}\times\frac{\partial\vec{F}}{r\partial\theta}+\vec{i}_{z}\times\frac{\partial\vec{F}}{\partial{z}},\nabla=\vec{i}_{r}\frac{\partial}{\partial{r}}+\vec{i}_{\theta}\frac{\partial}{r\partial\theta}+\vec{i}_{z}\frac{\partial}{\partial{z}}, \vec{F}=F_{r}\vec{i}_{r}+{F}_{\theta}\vec{i}_{\theta}+F_{z}\vec{i}_{z}[/tex]

If you calculate this, you'll end up with the correct expression for the curl of F

So, there is no need to free yourself from that mnemonic, as long as you remember it IS a mnemonic..
 
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