Differentiable Function: Meaning, Formulas and Examples

03.10.2022 • 7 min read

Rachel McLean

Subject Matter Expert

In this article, we’ll discuss the definition of differentiable. Using graphed examples, we’ll learn how to spot where a function is non-differentiable. Then, we’ll review the difference between differentiable and continuous.

What does differentiable mean? If a function is differentiable, its derivative exists at every point in its domain. If a function is differentiable at a point $x$, the limit of the average rate of change of $f$ over the interval $[x, x +\Delta{x}]$ as $\Delta{x}$ approaches 0 exists.

Let’s unpack what the limit means. The function inside this limit probably looks familiar. The average rate of change over an interval, otherwise known as the difference quotient, measures a function’s slope between two points.

This slope value represents how fast a function’s output values (y-values) change with respect to its input (x-values). The delta symbol $\Delta{x}$ is used to represent the value that a variable changes by.

The formula for the average rate of change of the function $f$ over the interval $[a, b]$ is below.

The difference quotient is also commonly represented like this:

$\frac{{f\left( {x + \Delta{x} } \right) - f\left( x \right)}}{\Delta{x} }$ or $\frac{{f\left( {x + h } \right) - f\left( x \right)}}{h }$ where $h = \Delta{x}$

Here, the delta symbol $\Delta{x}$ represents the value that $x$ changes by. When we make $\Delta{x}$ approach 0 in the limit below, we can find the derivative of a function or instantaneous rate of change. This value also represents the slope of the tangent line.

If this limit exists, then $L$ is the derivative of $f(x)$. This is denoted by $f’(x)$ or $\frac{dy}{dx}$.

Dr. Hannah Fry dives more into what a derivative is:

Differentiable Examples

Let’s look at some differentiable examples of functions.

$f(x) = 4x^3 - 7x$

$f(x) = 12$

$f(x) = \sin{(x)}$

$f(x) = \cos{(x)}$

$f(x) = e^x$

All polynomial functions are differentiable everywhere, as are constant functions. A rational function is differentiable except at the x-value that makes its denominator 0.

What Makes a Function Non-Differentiable?

Now, let’s learn how to find where a function is not differentiable. If a function has any discontinuities, it is not differentiable at those points. In order to be differentiable, a function must be continuous. The output value must be defined for each input value.

Second, the limit as $\Delta{x}$ approaches the difference quotient must exist in order for a function to be differentiable at a point $x$. The limit does not exist if the limit as $\Delta{x}$ approaches 0 from the left does not equal the limit as $\Delta{x}$ approaches 0 from the right.

This might happen if a function is not continuous at $x$, or if the function’s graph has a corner point, cusp, or vertical tangent.

Knowing what corner points, cusps, vertical tangents, and discontinuities look like on a graph can help you pinpoint where a function is not differentiable. Let’s examine some non-differentiable graph examples below.

Corner

The function $f(x)=\cos^{-1}\left(\cos\left(x\right)\right)$ is an example of a function with corner points, such as at $x = \pi$. A corner point looks like two linear sections of a function that meet at a sharp point.

The slope of the tangent line to the left of a corner point is different from the slope to the right of the corner point. Because of this, a function’s slope is not defined at a corner point, so its derivative cannot be calculated there.

Cusp

The function $f(x) = 2\left(x-1\right)^{\left(\frac{2}{3}\right)}$ is an example of a function with a cusp at $x = 1$. A cusp looks like two curves that meet at a sharp point.

The slopes of the tangent lines to the left of the cusp approach $-\infty$, while the slopes of the tangent lines to the right of the cusp approach $+\infty$. Because of this, a function’s slope is not defined at a cusp, so its derivative cannot be calculated there.

Vertical Tangent

The function $f(x)=\sqrt[3]{x}$ is an example of a function with a vertical tangent. At $x = 0$, the slope of the tangent line approaches infinity.

A function $f$ has a vertical tangent at $x$ if $f$ is continuous at $x$ and if the slope of the tangent line at $x$ approaches either negative infinity or positive infinity.

Discontinuity

The function $f(x)=\frac{1}{(x^{2})}+u\left(x-2\right)+u\left(x-9\right)$, where $u$ represents the unit-step function, is an example of a function with a discontinuity. For example, there are jump continuities at $x = 2$ and $x = 9$.

Since the limit as $x$ approaches these points from the left does not equal the limit as $x$ approaches these points from the right, $f(x)$ is not differentiable at these points.

What is the Difference Between Differentiable and Continuous?

A differentiable function must be continuous. However, the reverse is not necessarily true. It’s possible for a function to be continuous but not differentiable. (If needed, you can review our full guide on continuous functions.)

Let’s examine what it means to be a differentiable versus continuous function. For example, consider the absolute value function $f(x) = \vert x \vert$ below.

This function is continuous everywhere because we can draw its curve without ever lifting a hand. Its curve has no holes, breaks, jumps, or vertical asymptotes. However, at $x = 0$, the function is not differentiable.

How can we tell this function is not differentiable?

We know it’s non-differentiable because there’s a corner point at $x = 0$. This makes it impossible to draw the tangent line to $f(x) = \vert x \vert$ at $x = 0$. More precisely, the absolute value function fails the limit definition of differentiability at $x = 0$.

Let’s verify that the absolute value function fails the limit definition of differentiability at $x = 0$ by plugging $f(x) = \vert x \vert$ at $x = 0$ into the limit definition of a derivative formula. So that we don’t confuse $x$ and $\Delta{x}$, we’ll substitute the variable $h$ for $\Delta{x}$.

We are calculating $\mathop {\lim }\limits_{h \to 0} \frac{{f\left( {x + h } \right) - f\left( x \right)}}{h }$ for $f(x) = \vert x \vert$ at $x = 0$.

Here’s what we get:

$\mathop {\lim }\limits_{h \to 0} \frac{\vert x + h \vert - \vert x \vert}{h}$

Let’s stop and take a closer look at the function $\frac{\vert h \vert}{h}$, which can be written as a piecewise function. This piecewise function represents $f’(x)$, the derivative of our function $f(x) = \vert x \vert$.

We can use this piecewise function to finish evaluating our limit and to understand why $f’(x)$ is non-differentiable at $x = 0$.

First, let’s take the limit as $h$ approaches 0 from the right. Imagine $h$ as a slightly positive value, so that $h >0$.

Looking at our piecewise function, we can plug in $\frac{\vert h \vert}{h} = \frac{h}{h} = 1$ for $h > 0$. Remember that the limit as $h$ approaches a constant value is simply the constant value itself.

Now, let’s take the limit as h approaches 0 from the left. Imagine h as a slightly negative value, so that h < 0. Looking at our piecewise function, we can plug in for h < 0 the following:

Notice that $\mathop {\lim }\limits_{h \to 0^+} \not = \mathop {\lim }\limits_{h \to 0^-} \frac{\vert h \vert}{h}$, since $1 \not = -1$. In order for a limit to exist, the right-handed limit must equal the left-handed limit.

On our graph of $f’(x) = \frac{\vert x \vert}{x}$ below, this looks like a jump discontinuity.

This means that $\mathop {\lim }\limits_{h \to 0} \frac{{f\left( {x + h } \right) - f\left( x \right)}}{h }$ for $f(x) = \vert x \vert$ at $x = 0$ does not exist. Thus, $f(x) = \vert x \vert$ is not differentiable at $x = 0$.

So, although $f(x) = \vert x \vert$ is continuous everywhere, it is not differentiable at $x = 0$. The same is true for many other functions, so make sure you understand the difference.

Common Derivative Formulas

Once you’ve learned how to determine if a function is differentiable, you can start to become familiar with the most common derivative formulas and their rules.

Here is a list of the most useful derivative rules to memorize:

Outlier (from the co-founder of MasterClass) has brought together some of the world's best instructors, game designers, and filmmakers to create the future of online college.