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Section 11.6 Concavity and Inflection (AD6)

Subsection 11.6.1 Activities

Observation 11.71.

In addition to asking whether a function is increasing or decreasing, it is also natural to inquire how a function is increasing or decreasing. Activity 11.72 describes three basic behaviors that an increasing function can demonstrate on an interval, as pictured in Figure 125

Activity 11.72.

Sketch a sequence of tangent lines at various points to each of the following curves in Figure 125.
Figure 125. Three increasing functions
(a)
Look at the curve pictured on the left of Figure 125. How would you describe the slopes of the tangent lines as you move from left to right?
  1. The slopes of the tangent lines decrease as you move from left to right.
  2. The slopes of the tangent lines remain constant as you move from left to right.
  3. The slopes of the tangent lines increase as you move from left to right.
(b)
Look at the curve pictured in the middle of Figure 125. How would you describe the slopes of the tangent lines as you move from left to right?
  1. The slopes of the tangent lines decrease as you move from left to right.
  2. The slopes of the tangent lines remain constant as you move from left to right.
  3. The slopes of the tangent lines increase as you move from left to right.
(c)
Look at the curve pictured on the right of Figure 125. How would you describe the slopes of the tangent lines as you move from left to right?
  1. The slopes of the tangent lines decrease as you move from left to right.
  2. The slopes of the tangent lines remain constant as you move from left to right.
  3. The slopes of the tangent lines increase as you move from left to right.

Remark 11.73.

On the leftmost curve in Figure 125, as we move from left to right, the slopes of the tangent lines will increase. Therefore, the rate of change of the pictured function is increasing, and this explains why we say this function is increasing at an increasing rate.

Observation 11.74.

We must be extra careful with our language when dealing with negative numbers. For example, it can be tempting to say that “\(-100\) is bigger than \(-2\text{.}\)” But we must remember that “greater than” describes how numbers lie on a number line: \(-100\) is less than \(-2\) becomes it comes earlier on the number line. It might be helpful to say that “\(-100\) is "more negative" than \(-2\text{.}\)”

Activity 11.75.

Sketch a sequence of tangent lines at various points to each of the following curves in Figure 126.
Figure 126. From left to right, three functions that are all decreasing.
(a)
Look at the curve pictured on the left in Figure 126. How would you describe the slopes of the tangent lines as you move from left to right?
  1. The slopes of the tangent lines decrease as you move from left to right.
  2. The slopes of the tangent lines remain constant as you move from left to right.
  3. The slopes of the tangent lines increase as you move from left to right.
(b)
Look at the curve pictured in the middle in Figure 126. How would you describe the slopes of the tangent lines as you move from left to right?
  1. The slopes of the tangent lines decrease as you move from left to right.
  2. The slopes of the tangent lines remain constant as you move from left to right.
  3. The slopes of the tangent lines increase as you move from left to right.
(c)
Look at the curve pictured on the right in Figure 126. How would you describe the slopes of the tangent lines as you move from left to right?
  1. The slopes of the tangent lines decrease as you move from left to right.
  2. The slopes of the tangent lines remain constant as you move from left to right.
  3. The slopes of the tangent lines increase as you move from left to right.

Remark 11.76.

Recall the terminology of concavity: when a curve bends upward, we say its shape is concave up. When a curve bends downwards, we say its shape is concave down.

Activity 11.77.

Look at in Figure 127. Which curve is concave up? Which one is concave down? Why? Try to explain using the graph!
Figure 127. Two concavities, which is which?

Definition 11.78.

Let \(f\) be a differentiable function on some interval \((a,b)\text{.}\) Then \(f\) is concave up on \((a,b)\) if and only if \(f'\) is increasing on \((a,b)\text{;}\) \(f\) is concave down on \((a,b)\) if and only if \(f'\) is decreasing on \((a,b)\text{.}\)

Activity 11.79.

Look at how the slopes of the tangent lines change from left to right for each of the two graphs in Figure 127
(a)
Look at the curve pictured on the left in Figure 127. How would you describe the slopes of the tangent lines as you move from left to right?
  1. The slopes of the tangent lines decrease as you move from left to right.
  2. The slopes of the tangent lines increase as you move from left to right.
  3. The slopes of the tangent lines go from increasing to decreasing as you move from right to left.
  4. The slopes of the tangent lines go from decreasing to increasing as you move from right to left.
(b)
Which of the following statements is true about the function on the left in Figure 127?
  1. \(f'(x) > 0 \) on the entire interval shown.
  2. \(f'(x) < 0 \) on the entire interval shown.
  3. \(f''(x) > 0 \) on the entire interval shown.
  4. \(f''(x) < 0 \) on the entire interval shown.
(c)
Look at the curve pictured on the right in Figure 127. How would you describe the slopes of the tangent lines as you move from left to right?
  1. The slopes of the tangent lines decrease as you move from left to right.
  2. The slopes of the tangent lines increase as you move from left to right.
  3. The slopes of the tangent lines go from increasing to decreasing as you move from right to left.
  4. The slopes of the tangent lines go from decreasing to increasing as you move from right to left.
(d)
Which of the following statements is true about the function on the right in Figure 127?
  1. \(f'(x) > 0 \) on the entire interval shown.
  2. \(f'(x) < 0 \) on the entire interval shown.
  3. \(f''(x) > 0 \) on the entire interval shown.
  4. \(f''(x) < 0 \) on the entire interval shown.

Observation 11.81.

In the previous section, we saw in Activity 11.62 how to use critical points of the function and the sign of the first derivative to identify intervals of increase/decrease of a function. The next activity Activity 11.82 uses the critical points of a first derivative function and the sign of its second derivative (accordingly to Theorem 11.80) to identify where the original function is concave up/down.

Activity 11.82.

Let \(f(x)=x^4-54x^2\text{.}\)
(a)
Find all the zeros of \(f''(x)\text{.}\)
(b)
What intervals have been created by subdividing the number line at zeros of \(f''(x)\text{?}\)
(c)
Pick an \(x\)-value that lies in each interval. Determine whether \(f''(x)\) is positive or negative at each point.
(d)
On which intervals is \(f'(x)\) increasing? On which intervals is \(f'(x)\) decreasing?
(e)
List all the intervals where \(f(x)\) is concave up and all the intervals where \(f(x)\) is concave down.

Definition 11.83.

If \(x=c\) is a point where \(f''(x)\) changes sign, then the concavity of graph of \(f(x)\) changes at this point and we call \(x=c\) an inflection point of \(f(x)\text{.}\)

Activity 11.84.

Use the results from Activity 11.82 to identify all of the inflection points of \(f(x)=x^4-54x^2\text{.}\)

Activity 11.85.

For each of the following functions, describe the open intervals where it is concave up or concave down, and any inflection points.
(a)
\(f(x)=-\frac{1}{4} \, x^{5} - \frac{5}{2} \, x^{4} - \frac{15}{2} \, x^{3}\)
(b)
\(f(x)=\frac{3}{20} \, x^{5} + x^{4} - \frac{5}{2} \, x^{3}\)
(c)
\(g(x) = x - \cos\left(\dfrac{\pi}{2}x\right)\)

Activity 11.86.

Consider the following table. The values of the first and second derivatives of \(f(x)\) are given on the domain \([0,7]\text{.}\) The function \(f(x)\) does not suddenly change behavior between the points given, so the table gives you enough information to completely determine where \(f(x)\) is increasing, decreasing, concave up, and concave down.
\begin{equation*} \begin{array}{c|cccccccc} x & 0 & 1 & 2 & 3 & 4 & 5 & 6 & 7 \\\hline f'(x) & 2 & 0 & -2 & 0 & 2 & 1 & 0 & -1 \\\hline f''(x) & -2 & -1 & 0 & 1 & 0 & -1 & 0 & 3 \\ \end{array} \end{equation*}
(a)
List all the critical points of \(f(x)\) that you can find using the table above.
(b)
Use the First Derivative Test to classify the critical numbers (decide if they are a max or min). Write full sentence stating the conclusion of the test for each critical number.
(c)
On which interval(s) is \(f(x)\) increasing? On which interval(s) is \(f(x)\) decreasing? List all the critical points of \(f(x)\) that you can find using the table above.
(d)
There is one critical number for which the Second Derivative Test is inconclusive. Which one? You can still determine if it is a max or min using the First Derivative Test!
(e)
List all the critical points of \(f'(x)\) that you can find using the table above.
(f)
On which intervals is \(f(x)\) concave up? On which intervals is \(f(x)\) concave down?
(g)
List all the inflection points of \(f(x)\) that you can find using the table above.

Subsection 11.6.2 Videos

Subsection 11.6.3 Exercises

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