Is the Derivative w.r.t. a Function Different from the Classic Chain Rule?

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Discussion Overview

The discussion revolves around the concept of taking derivatives with respect to a function, specifically comparing it to the classic chain rule. Participants explore the implications of differentiating a function that depends on multiple variables and how this relates to functional derivatives.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant questions the validity of the expression df/dz = df/dx*dx/dz + df/dy*dy/dz when z is a function of x and y, expressing uncertainty about its meaning.
  • Another participant suggests that if f is a function of x and y, then df/dz would equal zero, indicating a potential misunderstanding of the derivative's context.
  • Some participants argue that a derivative of a function with respect to another function is only meaningful under certain conditions, prompting a request for clarification on the meaning of df/dz.
  • One participant proposes that if f(x) and g(x) are both functions of x, then f can be expressed as a function of g, leading to the formulation df/dg = (df/dx)/(dg/dx), but questions the origin of this relationship.
  • Another participant emphasizes the need to distinguish between different types of functions and their relationships to clarify the derivative's meaning.

Areas of Agreement / Disagreement

Participants express differing views on the validity and meaning of taking derivatives with respect to a function, with no consensus reached on the original expression posed by the first participant. The discussion remains unresolved regarding the proper interpretation and application of derivatives in this context.

Contextual Notes

Limitations include the need for clearer definitions of the functions involved and the assumptions underlying the proposed derivative expressions. The discussion highlights the complexity of functional derivatives and the conditions under which they can be applied.

ledol83
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Hi, i have a question on taking derivative w.r.t. to a function (instead of an independent variable). Actually i saw an excellent post on this same forum but that one was about a single variable.

My question is: f is function of x and y, and z is some other function also dependent on x and y, so is the following correct?

df/dz=df/dx*dx/dz+df/dy*dy/dz

it differs from the classic chain rule in the sense that z is actually a function (not an independent var), so i am not sure about this.

I appreciate so much for any comment!
 
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First, go back to how the derivative wrt to a function is defined. (functional derivative)
Second, be more precise about your specific question.
As I understood, f is a function of x and y: f(x,y)
therefore, if you confirm that, I would say the df/dz = 0 .
 
Hi actually i have f(x,y) and z(x,y) and was just wondering if this is true:

df/dz=df/dx*dx/dz+df/dy*dy/dz

thanks a lot!
 
No this cannot be true, since this has no meaning.
Tell us what you think the meaning of df/dz would be, maybe then we can help.
 
i have realized that what i posed was not meaningful. i am now thinking over my problem again.. thanks!
 
how could you have a derivative of a function with respect to another function that the first function is not a function of :smile::smile:
 
If f(x) is a function of x and g(x) is a function of x, you can surely write f as a function of g.

In particular,
[tex]\frac{df}{dg}= \frac{df}{dx}\frac{dx}{dg}= \frac{\frac{df}{dx}}{\frac{dg}{dx}}[/tex]
 
HallsofIvy said:
If f(x) is a function of x and g(x) is a function of x, you can surely write f as a function of g.

In particular,
[tex]\frac{df}{dg}= \frac{df}{dx}\frac{dx}{dg}= \frac{\frac{df}{dx}}{\frac{dg}{dx}}[/tex]

not that I'm doubting you personally but i don't see where this comes from; proof?
 
"not that I'm doubting you personally but i don't see where this comes from; proof?"

The first point is to know when we are talking about f1=f(g) or f2=f(x),
The second point is about the class of functions considered,
Otherwise, this is trivial (assuming dg is smooth):

f'(g) = f(g+dg)/dg = f(g(x)+dg(x))/dg(x) = f(g(x) + g'(x) dx) / (g'(x) dx) = f'(x)/g'(x)
 
  • #10
ice109 said:
not that I'm doubting you personally but i don't see where this comes from; proof?

It is a consequence of the chain rule and the inverse function theorem. Maybe you should do some reading too instead of making fun of peoples questions. Better try to help or keep out.
 
Last edited:

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