[Math] Partial derivative of $f(x,y) = z$ with respect to $z$

partial derivative

This is probably a really bad question with some major oversights, but I don't seem to see them right now.

If I define a function
$$ z = f(x,y) = x^2 + y^2$$
and took the partial derivative respect to $z$ of $z$ and $f(x,y)$ is it correct to say:

\begin{align}
\frac{\partial z}{\partial z} &= \frac{\partial f(x,y)}{\partial z} \\
1 &= 2x\frac{\partial x}{\partial z} + 2y\frac{\partial y}{\partial z} \ ?
\end{align}

I tried Wolfram Alpha but it gave me this instead.

Screenshot of Wolfram Alpha

Following the chain rule I get the same answer.

Best Answer

Woflram outputs this result because it assumes x and y don't depend on z, which means it finds that:

$\frac{\partial x}{\partial z} = 0, \frac{\partial y}{\partial z} = 0$

But yes, you can technically say:

$1=2x \frac{\partial x}{\partial z}+2y \frac{\partial y}{\partial z}$

Although it's rather meaningless. You're expecting the partials of x and y with respect to z to yield "something else", but x and y DO depend on z by:

$z=x^2 + y^2$

We can explicitly show it by:

$x=\sqrt{z-y^2}$ and $y=\sqrt{z-x^2}$

Then using the Chain Rule:

$\frac{\partial x}{\partial z} =\frac{1}{2 \sqrt{z-y^2}}(1-2y\frac{\partial y}{\partial z})=\frac{1}{2x}(1-2y\frac{\partial y}{\partial z})$ and $\frac{\partial y}{\partial z} =\frac{1}{2 \sqrt{z-x^2}}(1-2x\frac{\partial x}{\partial z})=\frac{1}{2y}(1-2x\frac{\partial x}{\partial z})$

Plugging them into each other:

$\frac{\partial x}{\partial z} =\frac{1}{2x}(1-2y(\frac{1}{2y}(1-2x\frac{\partial x}{\partial z})))=\frac{1}{2x}(2x\frac{\partial x}{\partial z})=\frac{\partial x}{\partial z}$

$\frac{\partial y}{\partial z} =\frac{1}{2y}(1-2x(\frac{1}{2x}(1-2y\frac{\partial y}{\partial z})))=\frac{1}{2y}(2y\frac{\partial y}{\partial z})=\frac{\partial y}{\partial z}$

And we come to a roundabout answer.

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