Chain Rule Confusion

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Homework Help Overview

The discussion revolves around the application of the chain rule in partial differentiation, specifically addressing the confusion surrounding the calculation of derivatives involving multiple variables. Participants are examining the nuances of treating variables as independent versus dependent in the context of partial derivatives.

Discussion Character

  • Conceptual clarification, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the distinction between total and partial differentiation, questioning the treatment of variables as functions of others. Some express confusion over the implications of defining one variable in terms of another and how that affects derivative calculations.

Discussion Status

There is an ongoing exploration of different interpretations of the chain rule and its application. Some participants have provided clarifications regarding the rules of partial differentiation, while others are still grappling with the implications of their reasoning and the definitions involved. The discussion remains active with no clear consensus yet.

Contextual Notes

Participants are navigating the complexities of partial differentiation rules, particularly in the context of homework constraints that may limit the exploration of certain approaches. The presence of intermediate variables and their definitions is a point of contention in the discussion.

laser1
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Source: Paul's Notes (https://tutorial.math.lamar.edu/Solutions/CalcIII/ChainRule/Prob6.aspx)

In his solutions:
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where he computes the stuff in red. My question is, why is $$\frac{\partial y}{\partial p}$$not $$1+3\frac{\partial t}{\partial p}=1+3\left(\frac{-1}{2}\right)=\frac{-1}{2}$$ Thanks
 
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Because the rule for partial differentiation is to calculate the derivative using the formula given and not looking through any variables that may themselves be functions of other variables. In your alternative approach you are treating t as a function of p, looking through that function definition and including as part of the partial derivative any dependencies on p that you find . You are not supposed to look through like that. Treat each variable in the formula given for y as if it is an atomic variable that has no dependence on any other variable.
Unfortunately, the curly-d notation for partial differentiation tends to obscure this important principle because it makes it look like partial differentiation is something you do to a variable. It isn't. It's something you do to a function. Total differentiation can be something we do to a variable, but not partial differentiation.
See my Insights not on this topic, which may help clarify: https://www.physicsforums.com/insights/partial-differentiation-without-tears/
 
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andrewkirk said:
Because the rule for partial differentiation is to calculate the derivative using the formula given and not looking through any variables that may themselves be functions of other variables. In your alternative approach you are treating t as a function of p, looking through that function definition and including as part of the partial derivative any dependencies on p that you find . You are not supposed to look through like that. Treat each variable in the formula given for y as if it is an atomic variable that has no dependence on any other variable.
Unfortunately, the curly-d notation for partial differentiation tends to obscure this important principle because it makes it look like partial differentiation is something you do to a variable. It isn't. It's something you do to a function. Total differentiation can be something we do to a variable, but not partial differentiation.
See my Insights not on this topic, which may help clarify: https://www.physicsforums.com/insights/partial-differentiation-without-tears/
Thanks, I read through your article. My flaw there was computing dy/dp as opposed to partial y / partial p.

One point is still annoying me though - what if we consider ##p## to be a placeholder for ##1-2t##? So ##y=(1-2t)+3t-4s=1+t-4s##. This is the exact same thing, right? But now, $$\frac{\partial w}{\partial t}=\text{TERMS}+\frac{\partial w}{\partial y} \frac{\partial y}{\partial t}$$ where TERMS is just the other partial derivative terms. Now the part that goes through ##y## is equal to ##1##.

I can't really see where the flaw is with this logic.
 
laser1 said:
Thanks, I read through your article. My flaw there was computing dy/dp as opposed to partial y / partial p.

One point is still annoying me though - what if we consider ##p## to be a placeholder for ##1-2t##? So ##y=(1-2t)+3t-4s=1+t-4s##. This is the exact same thing, right? But now, $$\frac{\partial w}{\partial t}=\text{TERMS}+\frac{\partial w}{\partial y} \frac{\partial y}{\partial t}$$ where TERMS is just the other partial derivative terms. Now the part that goes through ##y## is equal to ##1##.

I can't really see where the flaw is with this logic.
If you simplify first, and eliminate ##p##, then the second and third terms in the full expansion reduce to a single term involving ## \frac{\partial y}{\partial t}##.
 
PeroK said:
If you simplify first, and eliminate ##p##, then the second and third terms in the full expansion reduce to a single term involving ## \frac{\partial y}{\partial t}##.
I mean, if ##y## was defined as ##y=(1-2t)+3t-4s=1+t-4s##, that's exactly what we'd do, right? We would only have those two terms in the expression involving ##\partial w/ \partial y##, those terms being ##\frac{\partial w}{\partial y} \frac{\partial y}{\partial t}##.
 
laser1 said:
I mean, if ##y## was defined as ##y=(1-2t)+3t-4s=1+t-4s##, that's exactly what we'd do, right? We would only have those two terms in the expression involving ##\partial w/ \partial y##.
Yes. If you do it both ways, you must get the same final answer. If you eliminate ##p## first, then the whole expansion is simplified.
 
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PeroK said:
Yes. If you do it both ways, you must get the same final answer. If you eliminate ##p## first, then the whole expansion is simplified.
1732265455620.png
 
laser1 said:
I mean, if ##y## was defined as ##y=(1-2t)+3t-4s=1+t-4s##, that's exactly what we'd do, right?
Note that, IMO, that is how ##y## is defined. It is that function of ##s## and ##t##. That is not changed by the fact that we have an intermediate variable ##p##.
 
laser1 said:
Nonsense. Do the whole calculation for ##\frac{\partial w}{\partial t}##.
 
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Ah my bad! I completely missed that the solutions had the ##\frac{\partial w}{\partial y} \frac{\partial y}{\partial t}## term next to it, which evaluates to ##3\frac{\partial w}{\partial y}##, and ##3-2=1## so it all works out the same!
 
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