Derivative Distribution in Multivariable Calculus

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In summary, the conversation discusses simplifying an equation involving two functions, f0(z) and f'(t, x, y, z). The question is how to write the derivative of the sum of these two functions with respect to x and whether the derivative of f0 can be omitted. The expert explains that the derivative of a sum is the sum of the derivatives and that the derivative of a function only affects the coordinate it depends on. Finally, it is noted that the general answer is that the derivative of a sum is the sum of the derivatives of each individual function.
  • #1
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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  • #2
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.
 
  • #3
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.
 
  • #4
Sorry, I didn't pick up that f:=f0 + f '
somehow. lol
 
  • #5
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.
 

FAQ: Derivative Distribution in Multivariable Calculus

What is a derivative?

A derivative is a mathematical concept used to describe the instantaneous rate of change of a function with respect to one of its variables.

How is a derivative calculated?

A derivative is calculated using the limit definition, which involves taking the limit of the difference quotient as the change in the independent variable approaches zero.

Does a derivative distribute?

Yes, a derivative does distribute. This is known as the derivative property of linearity, which states that the derivative of a sum of functions is equal to the sum of their individual derivatives.

Can all functions be differentiated?

No, not all functions can be differentiated. Some functions, such as step functions and absolute value functions, do not have a well-defined derivative at certain points.

What is the practical application of derivatives?

Derivatives have many practical applications in fields such as physics, engineering, economics, and more. They are used to model and analyze rates of change and optimize functions in real-world scenarios.

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