Derivative Distribution in Multivariable Calculus

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Discussion Overview

The discussion revolves around the differentiation of a sum of functions in the context of multivariable calculus, specifically focusing on the partial derivative of a function that is composed of a base function and a perturbation. Participants explore the implications of the base function's dependence on variables and seek clarification on the general case of differentiation.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Conceptual clarification

Main Points Raised

  • One participant inquires about the correct expression for the partial derivative of the sum of two functions, f0(z) and f'(t, x, y, z), and whether the term f0 can be disregarded when differentiating with respect to x.
  • Another participant confirms that the derivative of a sum equals the sum of the derivatives and states that ∂(f0)/∂(x) equals zero since f0 does not depend on x.
  • A participant clarifies that in this context, the function represents density and expresses interest in understanding the general case where f0 could also depend on x.
  • Further elaboration is provided on the linearity of the derivative operation, explaining how the partial derivative distributes over the sum of functions, assuming the appropriate dependencies.

Areas of Agreement / Disagreement

Participants generally agree on the principle that the derivative of a sum is the sum of the derivatives. However, there is an unresolved inquiry regarding the implications when the base function f0 also depends on x.

Contextual Notes

The discussion includes assumptions about the dependencies of the functions on the variables, which may not be fully articulated. The implications of these dependencies on the differentiation process remain partially explored.

Dawei
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I'm trying to simplify this. I have two functions, f0(z), and f'(t, x, y, z). One is the 'base' value that varies only with height, the other is the small 'perturbation' value that varies with all four variables.

I am substituting these into an equation that calls for ∂(f)/∂(x)

Do I write this as ∂ (f0 + f' ) / ∂(x) ?

And if so, how can I simplify it? Since f0 is not a function of x, can I just cross it out completely? Is it equal to ∂(f0) / ∂(x) + ∂(f') / ∂(x) ?
 
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What's "f"?
[edit]
Oh, f is the sum of the two things.
Oops.

And yes, you're right.
Derivative of a sum equals the sum of derivatives.
And yes, ∂(f0) / ∂(x)=0.
 
In this case it is density...

By the way I'd also like to know the general answer here. That is, if the f0 term were a function of x as well.
 
Sorry, I didn't pick up that f:=f0 + f '
somehow. lol
 
Dawei said:
In this case it is density...

By the way I'd also like to know the general answer here. That is, if the f0 term were a function of x as well.

Yes. The derivative is a linear operation, so it distributes. You can see this from the definition. If a function f depends on coordinates x_0,x_1,...,x_n, then the partial derivative of f with respect to one of the x's, x_i for generality, is

[tex]\lim_{h \rightarrow 0} \frac{f(x_0,x_1,\dots,x_i+h,\dots,x_n) - f(x_0,x_1,\dots,x_i,\dots,x_n)}{h} = \frac{\partial f(x_0,x_1,\dots,x_i,\dots,x_n)}{\partial x_i}[/tex]

If you plug in f(x_0,x_1,...,x_n) = f_0(x_0,x_1,...,x_n) + f_1(x_0,x_1,...,x_n), you can rearrange that so that you get the sum of the derivatives. Assuming that f_0 depends only on x_j (for j not equal to i) causes that term to drop out.
 

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