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| 17 Theory slides |
| 9 Exercises - Grade E - A |
| Each lesson is meant to take 1-2 classroom sessions |
Here are a few recommended readings before getting started with this lesson.
Here are a few practice exercises before getting started with this lesson.
Dominika is curious about the amount of time she spends going to and from school. One day, she decides to measure the time it takes her to get to school on foot and compare it to the amount of time it takes her to arrive home by bus. She drew the following graph for her trip to school.
In order to understand the relationship between two quantities and make predictions about their behavior, it is important to be able to compare and quantify how one changes with respect to the other. These ideas define the concept of rate of change.
The rate of change ROC is a ratio used to compare how a variable changes in relation to another variable. It is determined by dividing the change in the output variable y by the change in the input variable x. For any ordered pairs (x1,y1) and (x2,y2), the rate of change is calculated using the following formula.
The Greek letter Δ (Delta) is commonly used to represent a difference. This leads to an alternative way of writing the formula for ROC.
Rate of Change=ΔxΔy
The units of a rate of change are the ratio of output units to the input units, meaning that they are derived units. Interpreting the rate of change depends on the context.
Output Units | Input Units | Rate of Change Units | Possible Interpretation |
---|---|---|---|
meters | seconds | secondmeters | Car speed over a certain period of time |
bacteria | hours | hourbacteria | Growth rate of bacteria in an experiment |
U.S. dollars | hours | hourU.S. dollars | Worker's hourly wage |
As mentioned above, the rate of change is a quantity that compares the change in the output variable to the input variable. These are also known as the dependent and independent variables, respectively.
Diego is taking the bus back to his hometown. During the trip, he sees that there are signs by the side of the road that indicate the distance from the city.
He keeps track of some of the signs and notes the time taken to reach them. He puts the information together using a table of values.
Time (minutes) | Distance (kilometers) |
---|---|
0 | 0 |
10 | 15 |
20 | 30 |
30 | 45 |
40 | 60 |
50 | 75 |
60 | 90 |
Substitute (10,15) & (20,30)
Rate of Change =t2−t1d2−d1 | ||
---|---|---|
Times | Substitute | Evaluate |
10-20 min | 20 min−10 min30 km−15 km | 1.5minkm |
0-60 min | 60 min−0 min90 km−0 km | 1.5minkm |
Substitute (0,0) & (2,50)
Rate of Change =x2−x1y2−y1 | ||
---|---|---|
Points | Substitute | Evaluate |
(0,0),(2,50) | 2−050−0 | 25 |
(2,50),(4,100) | 4−2100−50 | 25 |
Linear Equation: y=2x+3 | ||
---|---|---|
x | Substitute | Point |
x=1 | yy=50(1)+30=80
|
(1,80) |
x=3 | yy=50(3)+30=180
|
(3,180) |
x=4 | yy=50(4)+30=230
|
(4,230) |
x=7 | yy=50(7)+30=380
|
(7,380) |
Now that the points are known, all that is left to do is to repeat the same procedure as in Part B. The following table summarizes the results for the pair of points of interest.
Rate of Change =x2−x1y2−y1 | ||
---|---|---|
Points | Substitute | Evaluate |
(1,80),(3,180) | 3−1180−80 | 50 |
(4,230),(7,380) | 7−4380−230 | 50 |
(1,80),(7,380) | 7−1380−80 | 50 |
It is interesting to note that the rate of change is the same between all the pairs of points used. This occurred in Parts A and B as well.
The following applet shows different representations for the data of two variables. Practice finding the rate of change between the indicated values. If the answer is not an integer number, round it to two decimal places.
y1=mx1+b, y2=mx2+b
Consider a set of data points for which the rate of change between every pair of consecutive points is a constant value m. Consider two consecutive points (x1,y1) and (x2,y2).
Rate of Change | Rewrite |
---|---|
x2−x1y2−y1=m | y2−y1=m(x2−x1) |
Note that since the rate of change between every pair of consecutive points is constant, they all can be rewritten in a similar way.
Rate of Change | Rewrite |
---|---|
x2−x1y2−y1=m | y2−y1=m(x2−x1) |
x3−x2y3−y2=m | y3−y2=m(x3−x2) |
⋮ | ⋮ |
xn−xn−1yn−yn−1=m | yn−yn−1=m(xn−xn−1) |
y3−y2=m(x3−x2), y2−y1=m(x2−x1)
y4−y3=m(x4−x3), y3−y1=m(x3−x1)
Diego's brother is very interested in crypotcurrencies and is telling Diego about how their values changed in the first weeks of the last year. One of them is of special interest to him because its graph is a straight line. He tried to print some information to show Diego, but his printer broke before it could print the complete tables of values for the cryptocurrencies.
Linear relations grow by equal differences over equal intervals.
Since the relation represented in Table A increases by equal differences in equal intervals, the data can be modeled with a linear relation. Now, the same procedure will be applied to other tables.
Since the differences between consecutive y-values are not constant for equal intervals, Table B and Table C do not satisfy the condition. As such, they do not represent linear relations.
The following table shows the relationship between two variables, x and y. Look at the data carefully and determine whether the relationship between x and y can be described by linear equation.
In a previous example, it was shown how substituting a specific x-value into a linear equation in two variables determined an associated y-value. The set of all the points obtained in this way represent a line in the coordinate plane. This idea is depicted below by showing some points for a particular linear equation.
A linear function is a function with a constant rate of change. A linear function can be represented by a linear equation in two variables. Graphically, a linear function is a nonvertical line.
When working with linear functions, there are two points of special interest. These are the points where the line crosses the axes, known as intercepts.
The x-intercept of a line is the x-coordinate of the point where the line crosses the x-axis. The y-intercept of a line is the y-coordinate of the point where the line crosses the y-axis. The y-intercept of an equation is also known as its initial value.
Diego wants to make sure he has enough data available on his smartphone to stream a series while taking a trip with his family. He visits a local branch of his service provider and updates to the Unlimited Plan,
which costs an initial service fee and a special price per gigabyte of data used. The graph represents the costs of the service plan.
Therefore, the y-intercept is 4. Since this is the cost of the service when 0 gigabytes of data are used, x=0, it can be concluded that $4 is the initial service fee.
The following applet alternates between a graph and a linear equation, both of which represent linear functions. Identify the indicated intercept of the given function and write the answer as a single number.
Time (seconds) | Distance (meters) |
---|---|
0 | 0 |
3 | 18 |
6 | 72 |
9 | 162 |
12 | 288 |
15 | 450 |
18 | 648 |
21 | 882 |
Substitute (18,648) & (21,882)
Substitute (0,0) & (28,1176)
Substitute (24,1152) & (28,1176)
The following applet shows different representations for the data of two variables. Practice finding the average rate of change between the indicated values. If the answer is not an integer number, round it to two decimal places.
It is important to mention that the graphs of some functions can be comprised of straight lines with different slopes. The average rate of change is used for these functions as well, since the graph is not a single straight line and the rate of change is not constant.
Dominika is curious about the amount of time she spends going to and from school. One day, she decides to measure the time it takes her to get to school on foot and compare it to the amount of time it takes her to arrive home by bus. She drew the following graph for her trip to school.
Average Speed: 100 meters per minute
Substitute (0,0) & (10,1200)
After this time, she got on the bus and arrived back home at t=12 minutes. Recall that the distance between her home and her school is 1200 meters.
Substitute (0,0) & (12,1200)
Substitute (9,0) & (12,1200)
In this lesson, the concepts of x- and y-intercepts, as well as linear functions, were introduced. However, it is important to note that the concept of a function is more general and that there are also nonlinear functions.
Other main ideas of the lesson were the rate of change and the average rate of change. These basic concepts lead to the definition of instantaneous rate of change. Unlike the average rate of change, which is an approximation for an interval, the instantaneous rate of change gives the exact value of the rate of change at a specific point.
Find the rate of change represented in each table or graph.
One way to use a graph to find the rate of change of a line is to measure the change in x and y between two known points, then divide the vertical change Δ y by the horizontal change Δ x. Rate of change=Δ y/Δ x Let's measure the vertical and horizontal change, also known as the rise and run of the graph, between two points that fall on the graph.
As the graph travels from left to right, the rise, or change in y, is 4. Similarly, the run, or change in x, is 3. Rate of change=rise/run ⇔ m=4/3 The rate of change is 43.
We can could also calculate the rate of change by using the Slope Formula. m = y_2-y_1/x_2-x_1 We will substitute the given points into the formula to solve for the slope. Notice that slope is another term for rate of change.
To determine the rate of change in the given table of values, let's see if we can identify a pattern of change between consecutive rows.
As we already found in Part A, the rate of change is the change of y divided by the change of x between two points that fall on the graph of the function. Rate of change=Δ y/Δ x Examining the table, we can see that every time x increases by 2, y increases by 8. We can substitute these values into the equation to calculate the rate of change.
The rate of change is 4.
Determine whether the rate of change of the line that models each linear relationship is positive, negative, zero, or undefined.
The length of a boat ride is 15 miles long on the fifth day and 15 miles long on the tenth day. |
A barista earns $10 for 1 hour of work and $30 for 3 hours. |
A student scores a 25 on a test when answering no questions incorrectly, and they score 20 points when answering five questions incorrectly. |
The length of the boat ride is the same on the fifth day as it is on the tenth day. Therefore, when we move from day 5 to day 10, the y-value of the linear function does not change. Therefore, the function must be a constant, which means it is a horizontal line.
Recall that the rate of change of a horizontal line is zero.
The barista earns $10 for 1 hour of work and $30 for 3 hours. Therefore, the more hours the barista works, the more money they earn. This means the line that models the money the barista earns slants upwards from left to right.
The rate of change is positive.
The student scores 25 points on the test if they answer no questions incorrectly and 20 if they answer 5 questions incorrectly. The more questions that are answered incorrectly, the lower the test score becomes. The line that models the student's test score slants downward from left to right.
This means the rate of change is negative.
Consider the following situation.
During a snow day, the depth of the snow reaches 30 centimeters after 1 hour and 60 centimeters after 3 hours. |
From the given report, the snow depth changes as time passes by. Note that it may stop snowing at any time, but this would not cause the time to stop. On the contrary, if the time stops, so does the snow. Therefore, the passage of time is independent of whether it snows or not.
Consequently, we can conclude that the depth of the snow is the dependent variable and the number of hours is the independent variable.
The rate of change r shows the relationship between two changing quantities. In the formula below, Δ (Delta) stands for change.
r=Δ dependent variable/Δindependent variable
We know that the snow has reached a depth of 30 centimeters after 1 hour and 60 centimeters after 3 hours. We can calculate the changes in the dependent and independent variable by subtracting these numbers.
Δ dependent variable:& 60- 30=30
Δ independent variable:& 3- 1=2
Now we can calculate the rate of change.
The rate of change for the depth of the snow is 15 centimeters per hour.
In the following diagram, we see the average weight gain after birth for four different mammals. The four mammals represented are human, rhinoceros, gray seal, and mouse.
Notice that the rates of change of the graphs will not give us any information to pair the graphs with the correct mammals. However, we can use the y-intercept in order to determine the graph that corresponds to each mammal. Let's first estimate the y-intercepts of each graph.
Graph | y-intercept |
---|---|
A | ≈ 33kg |
B | ≈ 14kg |
C | ≈ 3.5 kg |
D | ≈ 0kg |
Of the four mammals, the mouse is the smallest, both as a newborn and when fully grown. Therefore, the mouse must be paired with Graph D, whose y-intercept is close to 0. By contrast, the largest mammal of the four represented is the rhinoceros. Therefore, we can pair Graph A with the rhinoceros.
Finally, it may not be obvious how much a newborn gray seal weighs. However, we do know that a human newborn definitely does not weigh 14 kilograms, or about 31 pounds. Therefore, Graph C must be paired with human, and, by the process of elimination, we can pair B with gray seal.
Let's summarize the pairs we made. Graph A& → Rhinoceros Graph B& → Gray seal Graph C& → Human Graph D& → Mouse
The rate of change is given by the slope of a line. The steeper a line is, the greater the rate of change. Examining the four graphs, we see that the graph that increases the fastest is Graph A, which corresponds to the rhinoceros. The rhinoceros shows the fastest rate of change.
From part A, we know that Graph B corresponds to the gray seal. To determine the rate of change of a gray seal's weight, we must identify two points that lie on the line and then calculate the line's slope. Examining the graph, we can find two such points.
By substituting these points into the slope formula, we can determine the rate of change. Notice that we cannot be sure that the points have these exact coordinates. Therefore, we will use the approximation sign ≈ when calculating the rate of change.
We estimate the slope to be 0.2, which means the baby seal gains roughly 0.2 kilograms of mass per day.
A rate of change shows the relationship between two changing quantities. In the context of this situation, those quantities are the difference in profit
and the difference in months.
Notice that in this case, profit is the dependent variable and time is the independent variable. With this information, we can write a variation on the standard formula for the rate of change.
Rate of change=Δ profit/Δmonths
January is the first month of the year and March is the third month of the year. Therefore, we can find the difference in months by subtracting these values. We can find the difference in profit between the two months by using a similar calculation.
Δ profit:& 900-440=460
Δ months:& 3-1=2
Now we can substitute these values into the formula to find the rate of change.
As we can see, the rate of change is $230 per month. In context, this means that Maya makes an additional $230 in profit every month when compared to the previous month.