Partial Differentiation: second partial derivative

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Discussion Overview

The discussion revolves around the evaluation of second partial derivatives, specifically the expression involving the partial derivative of a function z with respect to variables u and v. Participants explore the application of the product rule in differentiation and the relationships between the variables involved.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • Some participants express confusion about the transition from the expression \(\frac{\partial}{\partial u}\left(\frac{\partial z}{\partial u}\right)\) to the expanded form involving \(\frac{\partial z}{\partial x}\) and \(\frac{\partial z}{\partial y}\).
  • One participant clarifies that \(z\) is a function of \(x\) and \(y\), where \(x\) and \(y\) are defined in terms of \(u\) and \(v\).
  • Another participant emphasizes the use of the product rule in differentiation, leading to additional terms in the expression.
  • Some participants question the relationships between the variables \(u\), \(v\), \(x\), and \(y\), indicating that further information about these relationships is necessary for clarity.
  • A later reply notes that since \(u\) and \(v\) are independent variables, certain terms vanish, which helps resolve some confusion.

Areas of Agreement / Disagreement

Participants generally agree on the need to apply the product rule correctly, but there remains some disagreement and confusion regarding the specific terms that arise during differentiation and the relationships between the variables.

Contextual Notes

Some participants mention that they are overlooking certain aspects of the differentiation process, indicating potential gaps in understanding the underlying assumptions or definitions of the variables involved.

jellicorse
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I am not quite sure how \frac{\partial}{\partial u}\left(\frac{\partial z}{\partial u}\right)
=\frac{\partial}{\partial u}\left( u \frac{\partial z}{\partial x}+v\frac{\partial z}{\partial y} \right)

comes to \frac{\partial z}{\partial x} + u\frac{\partial}{\partial u}\left(\frac{\partial z}{\partial x}\right)+v \frac{\partial}{\partial u}\left(\frac{\partial z}{\partial y}\right)...


I would have evaluated this to be the same but without the \frac{\partial z}{\partial x} term. i.e.:

u\frac{\partial}{\partial u}\left(\frac{\partial z}{\partial x}\right)+v \frac{\partial}{\partial u}\left(\frac{\partial z}{\partial y}\right)

I know I am probably overlooking something obvious/simple but I can't see what it is. Could anyone tell me?
 
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jellicorse said:
I am not quite sure how \frac{\partial}{\partial u}\left(\frac{\partial z}{\partial u}\right)
=\frac{\partial}{\partial u}\left( u \frac{\partial z}{\partial x}+v\frac{\partial z}{\partial y} \right)
How are z, u, and v related? I can guess, but that really is information you should supply.
jellicorse said:
comes to \frac{\partial z}{\partial x} + u\frac{\partial}{\partial u}\left(\frac{\partial z}{\partial x}\right)+v \frac{\partial}{\partial u}\left(\frac{\partial z}{\partial y}\right)...


I would have evaluated this to be the same but without the \frac{\partial z}{\partial x} term. i.e.:

u\frac{\partial}{\partial u}\left(\frac{\partial z}{\partial x}\right)+v \frac{\partial}{\partial u}\left(\frac{\partial z}{\partial y}\right)

I know I am probably overlooking something obvious/simple but I can't see what it is. Could anyone tell me?
 
Sorry. z =f (x,y), with

x=\frac{1}{2}(u^2-v^2) and y =uv
 
Do you understand this part?
\frac{\partial z}{\partial u}=\left( u \frac{\partial z}{\partial x}+v\frac{\partial z}{\partial y} \right)

Or are you having difficulties with this part?
\frac{\partial}{\partial u}( u \frac{\partial z}{\partial x}+v\frac{\partial z}{\partial y} )

= \frac{\partial z}{\partial x} + u\frac{\partial}{\partial u}\left(\frac{\partial z}{\partial x}\right)+v \frac{\partial}{\partial u} \left( \frac{\partial z}{\partial y} \right)
 
Mark44 said:
Or are you having difficulties with this part?
\frac{\partial}{\partial u}( u \frac{\partial z}{\partial x}+v\frac{\partial z}{\partial y} )

= \frac{\partial z}{\partial x} + u\frac{\partial}{\partial u}\left(\frac{\partial z}{\partial x}\right)+v \frac{\partial}{\partial u} \left( \frac{\partial z}{\partial y} \right)

This is the part that I don't understand. The first part is OK...
 
Mark44 said:
Or are you having difficulties with this part?
\frac{\partial}{\partial u}( u \frac{\partial z}{\partial x}+v\frac{\partial z}{\partial y} )

= \frac{\partial z}{\partial x} + u\frac{\partial}{\partial u}\left(\frac{\partial z}{\partial x}\right)+v \frac{\partial}{\partial u} \left( \frac{\partial z}{\partial y} \right)

jellicorse said:
This is the part that I don't understand. The first part is OK...
$$ \frac{\partial}{\partial u}( u \frac{\partial z}{\partial x}+v\frac{\partial z}{\partial y} ) $$
$$ = \frac{\partial}{\partial u}( u \frac{\partial z}{\partial x}) + \frac{\partial}{\partial u}(v\frac{\partial z}{\partial y} )$$

Now use the product rule on each part.
 
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Thanks a lot, Mark... I am getting closer but have one problem. Having done it several times over, the same thing keeps happening:

Using the product rule (uv)' = u'v + uv' I get one extra term.

I'll type it piece by piece for clarity:


\frac{\partial}{\partial u}( u \frac{\partial z}{\partial x}) = (uv)'

Gives:

\frac{\partial z}{\partial x}+u\frac{\partial}{\partial u}( \frac{\partial z}{\partial x})


And


\frac{\partial}{\partial u}(v\frac{\partial z}{\partial y} ) = (uv)'

Gives:

\frac{\partial v}{\partial u}\cdot \frac{\partial z}{\partial y}+v\frac{\partial}{\partial u}(\frac{\partial z}{\partial y} )


So, in total I get:

\frac{\partial}{\partial u}( u \frac{\partial z}{\partial x})+\frac{\partial}{\partial u}(v\frac{\partial z}{\partial y} )

=\frac{\partial z}{\partial x}+u\frac{\partial}{\partial u}( \frac{\partial z}{\partial x})+\frac{\partial v}{\partial u}\cdot \frac{\partial z}{\partial y}+v\frac{\partial}{\partial u}(\frac{\partial z}{\partial y} )
 
You have z = f(x, y), where x = g(u, v) and y = h(u, v). Here x and y are dependent variables (depending on u and v), and u and v are independent variables. Since u and v are independent (are unrelated to each other), ## \frac{\partial v}{\partial u} = 0##, so your third term vanishes. By the same reasoning, ## \frac{\partial u}{\partial v}## would also be zero.

Nice job on the LaTeX formatting!
 
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Oh, I see now. Thanks a lot, it all makes perfect sense now!
 

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