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Let $f$ be two times differentiable function of variables $u,w,v$ and define $g(x,y,z)=f(x-y,y-z,z-x)$. Determine $\frac{\partial g}{\partial x}+\frac{\partial g}{\partial y}+\frac{\partial g}{\partial z}$ and express $\frac{\partial^2 g}{\partial x^2}$ in partial derivates of $f$.

This is from calc 3. I don't know how to solve this at all but I suspect there is some easy rule to do this. Help would be appreciated.

3 Answers3

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Hint: Notice that we can use a tree diagram. Then with a change of variables $g(x,y,z)=f(u,v,w)$ and finally Chain rule.

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A. P.
  • 5,978
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Chain rule, as proposed in the comments, is a sure path. However, it may generate quite bulky expressions, that is why it's judicious to prepare the ground by computing the differential of $g$ first. Renaming the variables as $$ \begin{cases} t_1 = x-y \\ t_2 = y-z \\ t_3 = z-x \end{cases} $$ we can write $$ \begin{array}{rcl} \mathrm{d}g &=& \mathrm{d}(f(x-y,y-z,z-x)) \\ &=& f_1(t_1,t_2,t_3)\mathrm{d}t_1 + f_2(t_1,t_2,t_3)\mathrm{d}t_2 + f_3(t_1,t_2,t_3)\mathrm{d}t_3 \\ &=& f_1(t_1,t_2,t_3)(\mathrm{d}x-\mathrm{d}y) \;+\\&& f_2(t_1,t_2,t_3)(\mathrm{d}y-\mathrm{d}x) \;+\\&& f_3(t_1,t_2,t_3)(\mathrm{d}z-\mathrm{d}x) \\ &=& (f_1(t_1,t_2,t_3)-f_3(t_1,t_2,t_3))\mathrm{d}x \;+\\&& (f_2(t_1,t_2,t_3)-f_1(t_1,t_2,t_3))\mathrm{d}y \;+\\&& (f_3(t_1,t_2,t_3)-f_2(t_1,t_2,t_3))\mathrm{d}z \end{array} $$ where the indices denote partial derivatives. In consequence, we have : $$ \frac{\partial g}{\partial x} + \frac{\partial g}{\partial y} + \frac{\partial g}{\partial z} = (f_1-f_3) + (f_2-f_1) + (f_3-f_2) = 0 $$ You can apply the same procedure to obtain $\frac{\partial^2g}{\partial x^2}$. Indeed, consdering the differental $g_x = \frac{\partial g}{\partial x}$, i.e. $$ \begin{array}{rcl} \mathrm{d}g_x &=& \mathrm{d}(f_1(t_1,t_2,t_3)-f_3(z_1,z_2,z_3)) \\ &=& f_{11}(t_1,t_2,t_3)\mathrm{d}t_1 + f_{12}(t_1,t_2,t_3)\mathrm{d}t_2 + f_{13}(t_1,t_2,t_3)\mathrm{d}t_3 \;-\\&& f_{31}(t_1,t_2,t_3)\mathrm{d}t_1 - f_{32}(t_1,t_2,t_3)\mathrm{d}t_2 - f_{33}(t_1,t_2,t_3)\mathrm{d}t_3 \\ &=& \ldots \\ &=& (f_{11}-2f_{13}+f_{33})\mathrm{d}x + (\ldots)\mathrm{d}y +(\ldots)\mathrm{d}z \end{array} $$ we find that $$ \frac{\partial^2g}{\partial x^2} = f_{11}(t_1,t_2,t_3)-2f_{13}(t_1,t_2,t_3)+f_{33}(t_1,t_2,t_3) $$

Abezhiko
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If $\mathbf{h}:\mathbb{R}^3\to\mathbb{R}^3,\ \begin{pmatrix}x\\ y\\ z\end{pmatrix}\mapsto\begin{pmatrix}u\\ v\\ w\end{pmatrix}=\begin{pmatrix}x-y\\ y-z\\ z-x\end{pmatrix}$ and $f:\mathbb{R}^3\to\mathbb{R},\ \begin{pmatrix}u\\ v\\ w\end{pmatrix}\mapsto f\begin{pmatrix}u\\ v\\ w\end{pmatrix}$ then $g=f\circ\mathbf{h}:\mathbb{R}^3\to\mathbb{R},\ \begin{pmatrix}x\\ y\\ z\end{pmatrix}\mapsto \mathbf{g}\begin{pmatrix}x\\ y\\ z\end{pmatrix}=f\begin{pmatrix}x-y\\ y-z\\ z-x\end{pmatrix}$ so

\begin{align*} Dg\begin{pmatrix}x\\ y\\ z\end{pmatrix}&=\begin{bmatrix}\frac{\partial g}{\partial x} & \frac{\partial g}{\partial y} & \frac{\partial g}{\partial z}\end{bmatrix}=D(f\circ\mathbf{h})\begin{pmatrix}x\\ y\\ z\end{pmatrix}=Df\left(\mathbf{h}\begin{pmatrix}x\\ y\\ z\end{pmatrix}\right)D\mathbf{h}\begin{pmatrix}x\\ y\\ z\end{pmatrix}=Df\begin{pmatrix}u\\ v\\ w\end{pmatrix}D\mathbf{h}\begin{pmatrix}x\\ y\\ z\end{pmatrix}\\ &=\begin{bmatrix}\frac{\partial f}{\partial u} & \frac{\partial f}{\partial v} & \frac{\partial f}{\partial w}\end{bmatrix}\begin{bmatrix}\frac{\partial u}{\partial x} & \frac{\partial u}{\partial y} & \frac{\partial u}{\partial z}\\ \frac{\partial v}{\partial x} & \frac{\partial v}{\partial y} & \frac{\partial v}{\partial z}\\ \frac{\partial w}{\partial x} & \frac{\partial w}{\partial y} & \frac{\partial w}{\partial z}\end{bmatrix} = \begin{bmatrix}\frac{\partial f}{\partial u} & \frac{\partial f}{\partial v} & \frac{\partial f}{\partial w}\end{bmatrix}\begin{bmatrix}1 & -1 & 0\\ 0 & 1 & -1\\ -1 & 0 & 1\end{bmatrix}\\ &=\begin{bmatrix}\frac{\partial f}{\partial u}-\frac{\partial f}{\partial w} & -\frac{\partial f}{\partial u}+\frac{\partial f}{\partial v} & -\frac{\partial f}{\partial v}+\frac{\partial f}{\partial w}\end{bmatrix} \end{align*}

which implies $$\frac{\partial g}{\partial x}=\frac{\partial f}{\partial u}-\frac{\partial f}{\partial w},\quad \frac{\partial g}{\partial y}=-\frac{\partial f}{\partial u}+\frac{\partial f}{\partial v},\quad \frac{\partial g}{\partial z}=-\frac{\partial f}{\partial v}+\frac{\partial f}{\partial w}$$

and it follows that $$\frac{\partial g}{\partial x}+\frac{\partial g}{\partial y}+ \frac{\partial g}{\partial z}=0.$$

Now $$\frac{\partial^2 g}{\partial x^2}=\frac{\partial}{\partial x}\left(\frac{\partial g}{\partial x}\right)=\frac{\partial}{\partial x}\left(\frac{\partial f}{\partial u}-\frac{\partial f}{\partial w}\right)=\frac{\partial}{\partial x}\left(\frac{\partial f}{\partial u}\right)-\frac{\partial }{\partial x}\left(\frac{\partial f}{\partial w}\right)=\frac{\partial^2 f}{\partial u^2}-\frac{\partial^2 f}{\partial w \partial u}-\frac{\partial^2 f}{\partial u\partial w}+\frac{\partial^2 f}{\partial w^2}$$ since

\begin{align*} \frac{\partial}{\partial x}\left(\frac{\partial f}{\partial u}\right)=\begin{bmatrix}\frac{\partial^2 f}{\partial u^2} & \frac{\partial^2 f}{\partial v\partial u} & \frac{\partial^2 f}{\partial w\partial u}\end{bmatrix}\begin{bmatrix}\frac{\partial u}{\partial x}\\ \frac{\partial v}{\partial x}\\ \frac{\partial w}{\partial x}\end{bmatrix}=\begin{bmatrix}\frac{\partial^2 f}{\partial u^2} & \frac{\partial^2 f}{\partial v\partial u} & \frac{\partial^2 f}{\partial w\partial u}\end{bmatrix}\begin{bmatrix}1\\ 0\\ -1\end{bmatrix}=\frac{\partial^2 f}{\partial u^2}-\frac{\partial^2 f}{\partial w \partial u} \end{align*}

and \begin{align*} \frac{\partial }{\partial x}\left(\frac{\partial f}{\partial w}\right)=\begin{bmatrix}\frac{\partial^2 f}{\partial u\partial w} & \frac{\partial^2 f}{\partial v\partial w} & \frac{\partial^2 f}{\partial w^2}\end{bmatrix}\begin{bmatrix}\frac{\partial u}{\partial x}\\ \frac{\partial v}{\partial x}\\ \frac{\partial w}{\partial x}\end{bmatrix}=\begin{bmatrix}\frac{\partial^2 f}{\partial u\partial w} & \frac{\partial^2 f}{\partial v\partial w} & \frac{\partial^2 f}{\partial w^2}\end{bmatrix}\begin{bmatrix}1\\ 0\\ -1\end{bmatrix}=\frac{\partial^2 f}{\partial u\partial w}-\frac{\partial^2 f}{\partial w^2}. \end{align*}

lorenzo
  • 4,032