# First Derivative

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The First Derivative: Maxima and Minima – HMC Calculus Tutorial

Consider the function $$f(x) = 3x^4-4x^3-12x^2+3$$ on the interval $[-2,3]$. We cannot find regions of which $f$ is increasing or decreasing, relative maxima or minima, or the absolute maximum or minimum value of $f$ on $[-2,3]$ by inspection. Graphing by hand is tedious and imprecise. Even the use of a graphing program will only give us an approximation for the locations and values of maxima and minima. We can use the first derivative of $f$, however, to find all these things quickly and easily.

Increasing and Decreasing Functions
Increasing and Decreasing Functions

Let $f$ be defined on an interval $I$. Let $x_1 \in I$ and $x_2 \in I$.

Then $f$ is increasing on $I$ if $x_1 < x_2$ implies $f(x_1) < f(x_2)$.

The function $f$ is decreasing on $I$ if $x_1 < x_2$ implies $f(x_1) > f(x_2)$.

Let $f$ be continuous on an interval $I$ and differentiable on the interior of $I$.

• If $f'(x) > 0$ for all $x \in I$, then $f$ is increasing on $I$.
• If $f'(x) < 0$ for all $x \in I$, then $f$ is decreasing on $I$.
###### Example

The function $f(x) = 3x^4-4x^3-12x^2+3$ has first derivative \begin{eqnarray*} f'(x) & = & 12x^3 – 12x^2 -24x \\ & = & 12x(x^2 -x – 2) \\ & = & 12x(x+1)(x-2). \end{eqnarray*} Thus, $f(x)$ is increasing on $(-1,0) \cup (2, \infty)$ and decreasing on $(-\infty,-1) \cup (0,2)$.

Relative Maxima and Minima
Relative Maxima and Minima

A function $f$ has a relative (or local) maximum at $x_0$ if $f(x_0) \geq f(x)$ for all $x$ in some open interval containing $x_0$. The function has a relative, or local minimum at $x_0$ if $f(x_0) \leq f(x)$ for all $x$ in some open interval containing $x_0$.

Relative maxima and minima are called relative extrema.

Relative extrema of $f$ occur at critical points of $f$, values $x_0$ for which either $f'(x_0)= 0$ or $f'(x_0)$ is undefined.

First Derivative Test

Suppose $f$ is continuous at a critical point $x_0$.

• If $f'(x) > 0$ on an open interval extending left from $x_0$ and $f'(x) < 0$ on an open interval extending right from $x_0$, then $f$ has a relative maximum at $x_0$.
• If $f'(x) < 0$ on an open interval extending left from $x_0$ and $f'(x) > 0$ on an open interval extending right from $x_0$, then $f$ has a relative minimum at $x_0$.
• If $f'(x)$ has the same sign on both an open interval extending left from $x_0$ and an open interval extending right from $x_0$, then $f$ does not have a relative extremum at $x_0$.

In summary, relative extrema occur where $f'(x)$ changes sign.

###### Example

Our function $f(x) = 3x^4-4x^3-12x^2+3$ is differentiable everywhere on $[-2,3]$, with $f'(x) = 0$ for $x=-1,0,2$. These are the three critical points of $f$ on $[-2,3]$. By the First Derivative Test, $f$ has a relative maximum at $x=0$ and relative minima at $x=-1$ and $x=2$.

Absolute Maxima and Minima
Absolute Maxima and Minima

If $f(x_0) \geq f(x)$ for all $x$ in an interval $I$, then $f$ achieves its absolute maximum over $I$ at $x_0$.

If $f(x_0) \leq f(x)$ for all x in an interval $I$, then $f$ achieves its absolute minimum over $I$ at $x_0$.

Absolute maxima and absolute minima are often refered to simply as maxima and minima and are collectively called extreme values of $f$.

• If $f$ has an extreme value on an open interval, then the extreme value occurs at a critical point of $f$.
• If $f$ has an extreme value on a closed interval, then the extreme value occurs either at a critical point or at an endpoint.

According to the

Extreme Value Theorem

If a function is continuous on a closed interval, then it achieves both an absolute maximum and an absolute minimum on the interval.

###### Example

Since $f(x) = 3x^4-4x^3-12x^2+3$ is continuous on $[-2,3]$, $f$ must have an absolute maximum and an absolute minimum on $[-2,3]$. We simply need to check the value of $f$ at the critical points $x=-1,0,2$ and at the endpoints $x=-2$ and $x=3$: \begin{eqnarray*} f(-2) & = & 35, \\ f(-1) & = & -2, \\ f(0) & = & 3, \\ f(2) & = & -29,\\ f(3) & = & 30. \end{eqnarray*} Thus, on $[-2,3]$, $f(x)$ achieves a maximum value of 35 at $x=-2$ and a minimum value of -29 at $x=2$.

We have discovered a lot about the shape of $f(x) = 3x^4-4x^3-12x^2+3$ without ever graphing it! Now take a look at the graph and verify each of our conclusions.

#### Key Concepts

• Increasing or Decreasing?

Let $f$ be continuous on an interval $I$ and differentiable on the interior of $I$. If $f'(x) > 0$ for all $x \in I$, then $f$ is increasing on $I$. If $f'(x) < 0$ for all $x \in I$, then $f$ is decreasing on $I$.

• Relative Maxima and Minima

By the First Derivative Test, relative extrema occur where $f'(x)$ changes sign.

• Absolute Maxima and Minima

If $f$ has an extreme value on a closed interval, then the extreme value occurs either at a a critical point or at an endpoint.