Partial derivative of $e^{x^2 + 2y^2 + 3z^2}$ Find $f_y$ of $e^{x^2 + 2y^2 + 3z^2}$
How do I do this ? 
I am trying to follow the formula of - 
$\frac{d}{dx} e^{ax +b} = ae^{ax+b} $ 
Since I am differentiating the independent variable of y, 
Why isn’t the partial derivative $ (f_y)$ of $e^{x^2 + 2y^2 + 3z^2} = 2e^{x^2 + 2y^2 + 3z^2} \frac{\partial}{\partial y} (x^2 + 2y^2 + 3z^2) $ ? 
In fact the workings is - 
$e^{x^2 + 2y^2 + 3z^2} \frac{\partial}{\partial y} (x^2 + 2y^2 + 3z^2) $ 
Why isn’t the ‘2’ infront if $e$ ? 
 A: Note that by the chain rule,
$$\frac{d}{dy} \left(e^{ag(y) +b}\right) = ae^{ag(y)+b}\cdot g'(y).$$
Hence the partial derivative of $f(x,y,z)=e^{x^2 + 2y^2 + 3z^2}=e^{ag(y) +b}$ with respect to $y$ is 
$$f_y(x,y,z)=2e^{x^2 + 2y^2 + 3z^2} \frac{\partial}{\partial y} (y^2).$$
where we applied the above rule with $a=2$, $g(y)=y^2$ and $b=x^2+3z^2$.
A: You don't have a function of the form $f(x)=e^{ax+b}$;  but rather one of the form $f(x)=e^{ax^2+b}$.  (It is written in terms of $y$ rather than $x$, but of course this doesn't matter).
Now (for the latter $f$), $f_x(x)=e^{ax^2+b}\cdot \frac d{dx}(ax^2+b)=e^{ax^2+b}\cdot 2ax$, where I have used that the derivative of $e^x$ is $e^x$, and the chain rule...
Make the appropriate substitutions...
A: You need to apply the chain rule the following way:
Let $e^{x^2+2y^2+3z^2} = f(g(x,y,z))$ where $f(a) = e^a$ and $g(x,y,z) = x^2+2y^2+3z^2$. $\frac {\partial f \circ g} {\partial y}(x,y,z) = (\frac {\partial} {\partial y} f(g(x,y,z))) \cdot (\frac {\partial} {\partial y}g(x,y,z)) = (e^{x^2+2y^2+3z^2}) \cdot (4y) = 4y \cdot e^{x^2+2y^2+3z^2}$.
