Partial Derivatives Using Chain Rule

In summary, the chain rule can be used to evaluate a differentiable function with multiple variables by taking the partial derivatives of the function with respect to each variable and using the chain rule formula to combine them. The variables themselves are not important, but rather what the function does with the variables is important.
  • #1
Amrator
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Homework Statement


Suppose ω = g(u,v) is a differentiable function of u = x/y and v = z/y.
Using the chain rule evaluate $$x \frac{\partial ω}{\partial x} + y \frac {\partial ω}{\partial y} + z \frac {\partial ω}{\partial z}$$

Homework Equations

The Attempt at a Solution


u = f(x,y)
v = h(y,z)
∂ω/∂x = (∂ω/∂u)(∂u/∂x)
∂ω/∂y = (∂ω/∂u)(∂u/∂y)
∂ω/∂z = (∂ω/∂v)(∂v/∂z)

Is this correct so far? Because I don't know how I would take the partials w.r.t. u and v.
 
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  • #2
Yes. And ##\ {\partial \omega \over \partial u} = \ {\partial g \over \partial u}\ ## etc. Which you don't have to work out any further (because you don't know what g is). But you do know what u and v are, so those have to be evaluated.
 
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  • #3
A way to write it to make it easier is to define function ##\omega:\mathbb{R}^3\to \mathbb{R}## to be the composition of ##g## with ##f## by ##\omega(x,y,z)=g(f(x,y),f(y,z))##. Note that we don't need ##h## because ##f## and ##h## are the same function, which just returns the quotient of its first argument to its second.

Then the chain rule for ##x## is

$$\frac{\partial \omega}{\partial x}=\frac{\partial g}{\partial u}(u,v)\bigg|_{(u,v)=(f(x,y),f(y,z))}\frac{\partial f}{\partial x}(x,y)
+\frac{\partial g}{\partial v}(u,v)\bigg|_{(u,v)=(f(x,y),f(y,z))}\frac{\partial f}{\partial x}(y,z)$$

and similarly for the other two. In some cases, one of the two terms will be zero, for instance ##\frac{\partial f}{\partial x}(y,z)=0## because ##x## is not amongst the arguments to ##f## in that expression, but in some cases both terms may be nonzero.
 
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How can f(x,y) and f(y,z) be the same function if they are functions of different variables?
 
  • #5
Amrator said:
How can f(x,y) and f(y,z) be the same function if they are functions of different variables?
The variables aren't important. It's what the function does with the variables that is important. For example g(t) = t2 + 1 is the same as g(u) = u2 + 1. In this example, g maps a number to the square of that number plus 1.
 
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  • #6
Is this the correct answer?

##x(∂ω/∂x)+y(∂ω/∂y)+z(∂ω/∂z)=x(∂g/∂u)(∂f/∂x)+y(∂g/∂u)(∂f/∂y)+y(∂g/∂v)(∂f/∂y)+z(∂g/∂v)(∂f/∂z)
=x(1/y)(∂g/∂u)−y(x/y^2)(∂g/∂u)−y(z/y^2)(∂g/∂v)+z(1/y)(∂g/∂v)=u(∂g/∂u)-u(∂g/∂u)-v(∂g/∂v)+v(∂g/∂v)=0##
 
  • #7
Looks right to me :smile:
 
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  • #8
Thanks, everyone.
 

Related to Partial Derivatives Using Chain Rule

1. What is the chain rule for partial derivatives?

The chain rule for partial derivatives is a method for finding the derivative of a composition of functions, where the input of one function is the output of another. It states that the partial derivative of a function with respect to a specific variable is equal to the partial derivatives of each individual function multiplied together.

2. How do I apply the chain rule for partial derivatives?

To apply the chain rule for partial derivatives, first identify the outer and inner functions in the composition. Then, take the partial derivative of the outer function with respect to the inner function, and multiply it by the partial derivative of the inner function with respect to the desired variable.

3. Can the chain rule be used for functions with multiple variables?

Yes, the chain rule can be used for functions with multiple variables. In this case, the partial derivative is taken with respect to one variable while holding the other variables constant.

4. What is an example of using the chain rule for partial derivatives?

An example of using the chain rule for partial derivatives is finding the partial derivative of a function f(x,y) = (x^2 + y^2)^3 with respect to x. First, we identify the outer function as (x^2 + y^2)^3 and the inner function as x^2 + y^2. Then, we take the partial derivative of the outer function with respect to the inner function, which is 3(x^2 + y^2)^2, and multiply it by the partial derivative of the inner function with respect to x, which is 2x. The result is 6x(x^2 + y^2)^2.

5. Why is the chain rule important in calculus?

The chain rule is important in calculus because it allows us to find the derivative of a function composed of multiple functions. This is useful in many applications, such as optimization problems and curve fitting, and is an essential tool in advanced calculus and physics.

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