3.3 Rates of Change and Behavior of Graphs
Gasoline costs have experienced some wild fluctuations over the last several decades. Table 1 lists the average cost, in dollars, of a gallon of gasoline for the years 2005–2012. The cost of gasoline can be considered as a function of year.
| \(y\) | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 |
| \(C(y)\) | 2.31 | 2.62 | 2.84 | 3.30 | 2.41 | 2.84 | 3.58 | 3.68 |
Table 1
If we were interested only in how the gasoline prices changed between 2005 and 2012, we could compute that the cost per gallon had increased from $2.31 to $3.68, an increase of $1.37. While this is interesting, it might be more useful to look at how much the price changed per year. In this section, we will investigate changes such as these.
3.3.1 Finding the Average Rate of Change of a Function
The price change per year is a rate of change because it describes how an output quantity changes relative to the change in the input quantity. We can see that the price of gasoline in Table 1 did not change by the same amount each year, so the rate of change was not constant. If we use only the beginning and ending data, we would be finding the average rate of change over the specified period of time. To find the average rate of change, we divide the change in the output value by the change in the input value.
\[\begin{array}{ccl} \text{Average~rate~of~change} & = & \frac{\text{Change~in~output}}{\text{Change~in~input}} \\ & = & \frac{\Delta y}{\Delta x} \\ & = & \frac{y_{2} - y_{1}}{x_{2} - x_{1}} \\ & = & \frac{f\left( x_{2} \right) - f\left( x_{1} \right)}{x_{2} - x_{1}} \end{array}\]
The Greek letter \(\text{Δ}\) (delta) signifies the change in a quantity; we read the ratio as “delta-\(y\) over delta-\(x\)” or “the change in \(y\) divided by the change in \(x.\)” Occasionally we write \(\text{Δ}f\) instead of \(\text{Δ}y,\) which still represents the change in the function’s output value resulting from a change to its input value. It does not mean we are changing the function into some other function.
In our example, the gasoline price increased by $1.37 from 2005 to 2012. Over 7 years, the average rate of change was
\[\frac{\text{Δ}y}{\text{Δ}x} = \frac{\text{\$}1.37}{\text{7~years}} \approx 0.196\mspace{9mu}\text{dollars~per~year}\]
On average, the price of gas increased by about 19.6¢ each year.
Other examples of rates of change include:
- A population of rats increasing by 40 rats per week
- A car traveling 68 miles per hour (distance traveled changes by 68 miles each hour as time passes)
- A car driving 27 miles per gallon (distance traveled changes by 27 miles for each gallon)
- The current through an electrical circuit increasing by 0.125 amperes for every volt of increased voltage
- The amount of money in a college account decreasing by $4,000 per quarter
3.3.2 Using a Graph to Determine Where a Function is Increasing, Decreasing, or Constant
As part of exploring how functions change, we can identify intervals over which the function is changing in specific ways. We say that a function is increasing on an interval if the function values increase as the input values increase within that interval. Similarly, a function is decreasing on an interval if the function values decrease as the input values increase over that interval. The average rate of change of an increasing function is positive, and the average rate of change of a decreasing function is negative. Figure 3 shows examples of increasing and decreasing intervals on a function.

Figure 3 The function \(f(x) = x^{3} - 12x\) is increasing on \(\left( {- \infty\text{,}\mspace{9mu} - \text{2}} \right){\cup^{}}^{}\left( {2,\mspace{9mu}\infty} \right)\) and is decreasing on \(( - 2\text{,}\mspace{9mu} 2).\)
While some functions are increasing (or decreasing) over their entire domain, many others are not. A value of the input where a function changes from increasing to decreasing (as we go from left to right, that is, as the input variable increases) is the location of a local maximum. The function value at that point is the local maximum. If a function has more than one, we say it has local maxima. Similarly, a value of the input where a function changes from decreasing to increasing as the input variable increases is the location of a local minimum. The function value at that point is the local minimum. The plural form is “local minima.” Together, local maxima and minima are called local extrema, or local extreme values, of the function. (The singular form is “extremum.”) Often, the term local is replaced by the term relative. In this text, we will use the term local.
Clearly, a function is neither increasing nor decreasing on an interval where it is constant. A function is also neither increasing nor decreasing at extrema. Note that we have to speak of local extrema, because any given local extremum as defined here is not necessarily the highest maximum or lowest minimum in the function’s entire domain.
For the function whose graph is shown in Figure 4, the local maximum is 16, and it occurs at \(x = -2.\) The local minimum is \(-16\) and it occurs at \(x = 2.\)

Figure 4
To locate the local maxima and minima from a graph, we need to observe the graph to determine where the graph attains its highest and lowest points, respectively, within an open interval. Like the summit of a roller coaster, the graph of a function is higher at a local maximum than at nearby points on both sides. The graph will also be lower at a local minimum than at neighboring points. Figure 5 illustrates these ideas for a local maximum.

Figure 5 Definition of a local maximum
These observations lead us to a formal definition of local extrema.
3.3.3 Analyzing the Toolkit Functions for Increasing or Decreasing Intervals
We will now return to our toolkit functions and discuss their graphical behavior in Figure 10, Figure 11, and Figure 12.

Figure 10

Figure 11

Figure 12
3.3.4 Use A Graph to Locate the Absolute Maximum and Absolute Minimum
There is a difference between locating the highest and lowest points on a graph in a region around an open interval (locally) and locating the highest and lowest points on the graph for the entire domain. The \(y\text{-}\) coordinates (output) at the highest and lowest points are called the absolute maximum andabsolute minimum, respectively.
To locate absolute maxima and minima from a graph, we need to observe the graph to determine where the graph attains it highest and lowest points on the domain of the function. See Figure 13.

Figure 13
Not every function has an absolute maximum or minimum value. The toolkit function \(f(x) = x^{3}\) is one such function.
Section Exercises
Verbal
1. Can the average rate of change of a function be constant?
Solution (click to reveal)
Yes, the average rate of change of all linear functions is constant.
2. If a function \(f\) is increasing on \((a,b)\) and decreasing on \((b,c),\) then what can be said about the local extremum of \(f\) on \((a,c)?\)
3. How are the absolute maximum and minimum similar to and different from the local extrema?
Solution (click to reveal)
The absolute maximum and minimum relate to the entire graph, whereas the local extrema relate only to a specific region around an open interval.
4. How does the graph of the absolute value function compare to the graph of the quadratic function, \(y = x^{2},\) in terms of increasing and decreasing intervals?
Algebraic
For the following exercises, find the average rate of change of each function on the interval specified for real numbers \(b\) or \(h\) in simplest form.
5. \(f(x) = 4x^{2} - 7\) on \(\lbrack 1,\mspace{9mu} b\rbrack\)
Solution (click to reveal)
\(4\left( {b + 1} \right)\)
6. \(g(x) = 2x^{2} - 9\) on \(\left\lbrack {4,\mspace{9mu} b} \right\rbrack\)
7. \(p(x) = 3x + 4\) on \(\lbrack 2,\mspace{9mu} 2 + h\rbrack\)
Solution (click to reveal)
3
8. \(k(x) = 4x - 2\) on \(\lbrack 3,\mspace{9mu} 3 + h\rbrack\)
9. \(f(x) = 2x^{2} + 1\) on \(\lbrack x,x + h\rbrack\)
Solution (click to reveal)
\(4x + 2h\)
10. \(g(x) = 3x^{2} - 2\) on \(\lbrack x,x + h\rbrack\)
11. \(a(t) = \frac{1}{t + 4}\) on \(\lbrack 9,9 + h\rbrack\)
Solution (click to reveal)
\(\frac{- 1}{13\left( {13 + h} \right)}\)
12. \(b(x) = \frac{1}{x + 3}\) on \(\lbrack 1,1 + h\rbrack\)
13. \(j(x) = 3x^{3}\) on \(\lbrack 1,1 + h\rbrack\)
Solution (click to reveal)
\(3h^{2} + 9h + 9\)
14. \(r(t) = 4t^{3}\) on \(\lbrack 2,2 + h\rbrack\)
15. Find \(\frac{f\left( {x + h} \right) - f(x)}{h}\) given \(f(x) = 2x^{2} - 3x\) on \(\lbrack x,x + h\rbrack\)
Solution (click to reveal)
\(4x + 2h - 3\)
Graphical
For the following exercises, consider the graph of \(f\) shown in Figure 15.

Figure 15
16. Estimate the average rate of change from \(x = 1\) to \(x = 4.\)
17. Estimate the average rate of change from \(x = 2\) to \(x = 5.\)
Solution (click to reveal)
\(\frac{4}{3}\)
For the following exercises, use the graph of each function to estimate the intervals on which the function is increasing or decreasing.
18.

19.

Solution (click to reveal)
increasing on \(\left( {- \infty, - 2.5} \right) \cup \left( {1,\infty} \right),\) decreasing on \(( - 2.5,\mspace{9mu} 1)\)
20.

21.

Solution (click to reveal)
increasing on \(\left( {- \infty,1} \right) \cup \left( {3,4} \right),\) decreasing on \(\left( {1,3} \right) \cup \left( {4,\infty} \right)\)
For the following exercises, consider the graph shown in Figure 16.

Figure 16
22. Estimate the intervals where the function is increasing or decreasing.
23. Estimate the point(s) at which the graph of \(f\) has a local maximum or a local minimum.
Solution (click to reveal)
local maximum: \(( - 3,\mspace{9mu} 60),\) local minimum: \((3,\mspace{9mu} - 60)\)
For the following exercises, consider the graph in Figure 17.

Figure 17
24. If the complete graph of the function is shown, estimate the intervals where the function is increasing or decreasing.
25. If the complete graph of the function is shown, estimate the absolute maximum and absolute minimum.
Solution (click to reveal)
absolute maximum at approximately \((7,\mspace{9mu} 150),\) absolute minimum at approximately \((-7.5,\mspace{9mu}-220)\)
Numeric
26. Table 3 gives the annual sales (in millions of dollars) of a product from 1998 to 2006. What was the average rate of change of annual sales (a) between 2001 and 2002, and (b) between 2001 and 2004?
| Year | Sales (millions of dollars) |
|---|---|
| 1998 | 201 |
| 1999 | 219 |
| 2000 | 233 |
| 2001 | 243 |
| 2002 | 249 |
| 2003 | 251 |
| 2004 | 249 |
| 2005 | 243 |
| 2006 | 233 |
Table 3
27. Table 4 gives the population of a town (in thousands) from 2000 to 2008. What was the average rate of change of population (a) between 2002 and 2004, and (b) between 2002 and 2006?
| Year | Population (thousands) |
|---|---|
| 2000 | 87 |
| 2001 | 84 |
| 2002 | 83 |
| 2003 | 80 |
| 2004 | 77 |
| 2005 | 76 |
| 2006 | 78 |
| 2007 | 81 |
| 2008 | 85 |
Table 4
Solution (click to reveal)
ⓐ \(-3000\) ⓑ \(-1250\)
For the following exercises, find the average rate of change of each function on the interval specified.
28. \(f(x) = x^{2}\) on \(\lbrack 1,\mspace{9mu} 5\rbrack\)
29. \(h(x) = 5 - 2x^{2}\) on \(\lbrack-2,\text{4}\rbrack\)
Solution (click to reveal)
-4
30. \(q(x) = x^{3}\) on \(\lbrack-4,\text{2}\rbrack\)
31. \(g(x) = 3x^{3} - 1\) on \(\lbrack-3,\text{3}\rbrack\)
Solution (click to reveal)
27
32. \(y = \frac{1}{x}\) on \(\lbrack 1,\mspace{9mu}\text{3}\rbrack\)
33. \(p(t) = \frac{\left( {t^{2} - 4} \right)\left( {t + 1} \right)}{t^{2} + 3}\) on \(\lbrack-3,\text{1}\rbrack\)
Solution (click to reveal)
–0.167
34. \(k(t) = 6t^{2} + \frac{4}{t^{3}}\) on \(\lbrack-1,3\rbrack\)
Technology
For the following exercises, use a graphing utility to estimate the local extrema of each function and to estimate the intervals on which the function is increasing and decreasing.
35. \(f(x) = x^{4} - 4x^{3} + 5\)
Solution (click to reveal)
Local minimum at \((3, - 22),\) decreasing on \(( - \infty,\mspace{9mu} 3),\) increasing on \((3,\mspace{9mu}\infty)\)
36. \(h(x) = x^{5} + 5x^{4} + 10x^{3} + 10x^{2} - 1\)
37. \(g(t) = t\sqrt{t + 3}\)
Solution (click to reveal)
Local minimum at \(( - 2, - 2),\) decreasing on \(( - 3, - 2),\) increasing on \(( - 2,\mspace{9mu}\infty)\)
38. \(k(t) = 3t^{\frac{2}{3}} - t\)
39. \(m(x) = x^{4} + 2x^{3} - 12x^{2} - 10x + 4\)
Solution (click to reveal)
Local maximum at \(( - 0.39,\mspace{9mu} 5.98),\) local minima at \(( - 3.15, - 47.62)\) and \((2.04, - 32.04),\) decreasing on \(( - \infty, - 3.15) \cup ( - 0.39,\mspace{9mu} 2.04),\) increasing on \(( - 3.15,\mspace{9mu} - 0.39) \cup (2.04,\mspace{9mu}\infty)\)
40. \(n(x) = x^{4} - 8x^{3} + 18x^{2} - 6x + 2\)
Extension
41. The graph of the function \(f\) is shown in Figure 18.

Figure 18
Based on the calculator screen shot, the point \((1.333,\mspace{9mu} 5.185)\) is which of the following?
ⓐ a relative (local) maximum of the function
ⓑ the vertex of the function
ⓒ the absolute maximum of the function
ⓓ a zero of the function
Solution (click to reveal)
A
42. Let \(f(x) = \frac{1}{x}.\) Find a number \(c\) such that the average rate of change of the function \(f\) on the interval \((1,c)\) is \(- \frac{1}{4}.\)
43. Let \(f(x) = \frac{1}{x}\) . Find the number \(b\) such that the average rate of change of \(f\) on the interval \((2,b)\) is \(- \frac{1}{10}.\)
Solution (click to reveal)
\(b = 5\)
Real-World Applications
44. At the start of a trip, the odometer on a car read 21,395. At the end of the trip, 13.5 hours later, the odometer read 22,125. Assume the scale on the odometer is in miles. What is the average speed the car traveled during this trip?
45. A driver of a car stopped at a gas station to fill up their gas tank. They looked at their watch, and the time read exactly 3:40 p.m. At this time, they started pumping gas into the tank. At exactly 3:44, the tank was full and the driver noticed that they had pumped 10.7 gallons. What is the average rate of flow of the gasoline into the gas tank?
Solution (click to reveal)
2.7 gallons per minute
46. Near the surface of the moon, the distance that an object falls is a function of time. It is given by \(d(t) = 2.6667t^{2},\) where \(t\) is in seconds and \(d(t)\) is in feet. If an object is dropped from a certain height, find the average velocity of the object from \(t = 1\) to \(t = 2.\)
47. The graph in Figure 19 illustrates the decay of a radioactive substance over \(t\) days.

Figure 19
Use the graph to estimate the average decay rate from \(t = 5\) to \(t = 15.\)
Solution (click to reveal)
approximately –0.6 milligrams per day







![Graph of the function f on a coordinate plane with the horizontal axis labeled x ranging from -4 to 4 and the vertical axis labeled y ranging from -16 to 20. The curve has an M-shape with two peaks and one valley. It rises to a local maximum of y = 16 at x = -2, descends to a local minimum at x = 0 near y = 0, rises again to a local maximum of y = 16 at x = 2, then falls steeply. Closed endpoint dots are plotted at (-3, 13) and (3, -10), indicating the domain is restricted to [-3, 3].](../images/CNX_Precalc_Figure_01_03_013.jpg)