Partial derivative

Definition at a point

Generic definition

Suppose $f$ is a function of more than one variable, where $x$ is one of the input variables to $f$. Fix a choice $x=x_{0}$ and fix the values of all the other variables. The partial derivative of $f$ with respect to $x$, denoted $\partial f/\partial x$, or $f_{x}$, is defined as the derivative at $x_{0}$ of the function that sends $x$ to $f$ at $x$ for the same fixed choice of the other input variables.

For a function of two variables

Suppose $f$ is a real-valued function of two variables $x,y$, i.e., the domain of $f$ is a subset of $\mathbb {R} ^{2}$. We define the partial derivatives as follows:

• Partial derivative with respect to $x$:

${\frac {\partial f(x,y)}{\partial x}}|_{(x,y)=(x_{0},y_{0})}={\frac {d}{dx}}f(x,y_{0})|_{x=x_{0}}$

In words, it is the derivative at $x=x_{0}$ of the function $x\mapsto f(x,y_{0})$.

This partial derivative is also denoted $f_{x}(x_{0},y_{0})$ or $f_{1}(x_{0},y_{0})$.

• Partial derivative with respect to $y$:

${\frac {\partial f(x,y)}{\partial y}}|_{(x,y)=(x_{0},y_{0})}={\frac {d}{dy}}f(x_{0},y)|_{y=y_{0}}$

In words, it is the derivative at $y=y_{0}$ of the function $y\mapsto f(x_{0},y)$.

This partial derivative is also denoted $f_{y}(x_{0},y_{0})$ or $f_{2}(x_{0},y_{0})$.

For a function of multiple variables

The notation here gets a little messy, so read it carefully. We consider a function $f$ of $n$ variables, which we generically denote $(x_{1},x_{2},\dots ,x_{n})$ respectively. Consider a point $(a_{1},a_{2},\dots ,a_{n})$ in the domain of the function. In other words, this is a point where $x_{1}=a_{1},x_{2}=a_{2},\dots ,x_{n}=a_{n}$.

Suppose $i$ is a natural number in the set $\{1,2,3,\dots ,n\}$.

The partial derivative at this point $(a_{1},a_{2},\dots ,a_{n})$ with respect to the variable $x_{i}$ is defined as the derivative:

${\frac {d}{dx_{i}}}f(a_{1},a_{2},\dots ,a_{i-1},x_{i},a_{i+1},\dots ,a_{n})|_{x_{i}=a_{i}}$

In other words, it is the derivative (evaluated at $a_{i}$) of the function $x\mapsto f(x_{1},x_{2},\dots ,x_{i-1},a_{i},x_{i+1},\dots ,x_{n})$ with respect to $x_{i}$, evaluated at the point $x_{i}=a_{i}$.