Confused on partial differentiation.

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Discussion Overview

The discussion revolves around the process of partial differentiation, specifically in the context of deriving the Laplacian operator in polar coordinates. Participants are exploring the steps involved in calculating second partial derivatives and comparing different approaches to the differentiation process.

Discussion Character

  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant expresses confusion about the steps in deriving the second partial derivative of a function in polar coordinates, questioning the method used in their textbook.
  • Another participant agrees with the textbook's approach, stating it is the easiest method and providing a definition of the second partial derivative.
  • A third participant reflects on their own understanding, noting that the first partial derivative includes terms involving both radial and angular components, and questions why the same reasoning does not apply to the second derivative.
  • A later reply points out that the initial substitution made by the first participant may overlook the necessity of applying the product rule when differentiating products of functions.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the correct approach to calculating the second partial derivative. There are competing views on the application of differentiation rules, particularly regarding the use of the product rule and the treatment of mixed partial derivatives.

Contextual Notes

There is an indication that assumptions about the treatment of functions and their derivatives may not be fully aligned among participants, leading to different interpretations of the differentiation process.

yungman
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In the process of deriving .\nabla^2u(x,y). in polar coordinates I am confuse how to work through the steps. The first step from the book is to find \frac{\partial u}{\partial x}

Standard partial differentiation is at follow:
\frac{\partial u}{\partial x} = \frac{\partial u}{\partial r} \frac{\partial r}{\partial x}\;+\; \frac{\partial u}{\partial \theta}\frac{\partial \theta}{\partial x}

If we use the same method of partial differentiation to continue to find .\frac{\partial^2 u}{\partial x^2}. we should perform:

\frac{\partial^2 u}{\partial x^2}= \frac{\partial}{\partial r}(\frac{\partial u}{\partial x}) \;\; \frac{\partial r}{\partial x} \;+\; \frac{\partial}{\partial \theta}(\frac{\partial u}{\partial x}) \;\; \frac{\partial \theta}{\partial x}

\Rightarrow \frac{\partial^2 u}{\partial x^2}= \frac{\partial}{\partial r}[\frac{\partial u}{\partial r} \frac{\partial r}{\partial x}\;+\; \frac{\partial u}{\partial \theta}\frac{\partial \theta}{\partial x}] \frac{\partial r}{\partial x} \;+\; \frac{\partial}{\partial \theta}[\frac{\partial u}{\partial r} \frac{\partial r}{\partial x}\;+\; \frac{\partial u}{\partial \theta}\frac{\partial \theta}{\partial x}] \frac{\partial \theta}{\partial x}




But the book did this differently:

\frac{\partial^2 u}{\partial x^2}= \frac{\partial}{\partial x}[\frac{\partial u}{\partial r} \frac{\partial r}{\partial x}\;+\; \frac{\partial u}{\partial \theta}\frac{\partial \theta}{\partial x}]

Then apply product rule:

\frac{\partial^2 u}{\partial x^2}= [\frac{\partial r}{\partial x}\frac{\partial}{\partial x}(\frac{\partial u}{\partial r}) + \frac{\partial u}{\partial r}\frac{\partial^2r}{\partial x^2}]\;+\; [\frac{\partial \theta}{\partial x}\frac{\partial}{\partial x}(\frac{\partial u}{\partial \theta}) + \frac{\partial u}{\partial \theta}\frac{\partial^2 \theta}{\partial x^2}]

Obvious the two don't give the same answer. Why don't the book need to perform the second derivative like the first one like what I did?
 
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I am confused on what you did. When I calculated the second partial, I got the same answer as your book. The way your book did it is the easiest way I can see. By definition:

\frac{\partial^2 u}{\partial x^2} = \frac{\partial}{\partial x}\left( \frac{\partial u}{\partial x} \right)

Can you explain this statement more:

\frac{\partial^2 u}{\partial x^2}= \frac{\partial}{\partial r}\left(\frac{\partial u}{\partial x}\right) \frac{\partial r}{\partial x} + \frac{\partial}{\partial \theta}\left(\frac{\partial u}{\partial x}\right) \frac{\partial \theta}{\partial x}

I am just not seeing the transition...
 
Last edited:
Thanks so much for the reply. I am sure I am wrong and the book is right...so are you. I am just looking at the first partial differentiation:

\frac{\partial u}{\partial x} = \frac{\partial u}{\partial r} \frac{\partial r}{\partial x}\;+\; \frac{\partial u}{\partial \theta}\frac{\partial \theta}{\partial x}

You notice even though it is .\frac{\partial u}{\partial x}. , you still see differentiation of theta in the second part. All I did is treating \frac{\partial u}{\partial x} as u of the first differentiation and so there is a term of differentiation by theta.

I am just following the partial differentiation rule by the book that if u is function of .r \;and\; \theta. and both are function of x, then \frac{\partial u}{\partial x}. has to have terms differentiation by both .r \;and\; \theta

Tell me why it does not work the same way as the first differentiation?

Thanks

Alan
 
Oh I see what you did there. That substitution is a bit of a risky move. When you substitute the first partial of u into the equation, you seem to be ignoring the product rule.

The function u(r(x),θ(x)) is easy to differentiate with respect to x and find the formula you have, just by applying the chain rule. But now your partial ux is a completely new function, which includes products of functions (the other partials), therefore you have to apply the product rule.
 

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