Applied Math - Variable Relationships - Quadratic

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Introduction

Two variables have a quadratic relationship if the graph of the the increase in one variable causes the other variable to gradually increase until it reaches a maximum, then the other variable begins to fall. Or, a quadratic relationship between two variables can happen if one variable’s increase causes the other variable to decrease until it reaches a minimum, then start to increase.

A quadratic relationship looks like this:

The x-axis is time and the y-axis is height. The object starts at 5 units of height when time is zero (t = 0). The object reaches its maximum at time unit 2. The maximum height appears to be 7 height units. The object then begins to fall.

This graph is also quadratic. We call this type of quadratic a negative quadratic as it has a minimum.

Example:

1.
https://www.youtube.com/watch?v=WA9POyoDaFs
The data below represents the relationship between a car’s speed at the time of an accident and the skid left by the car.

miles per hour length of skid in feet
\(10\) $6
\(20\) $22
\(30\) $50
\(40\) $90
\(50\) $140
\(60\) $200

Is the relationship between miles per hour and the length of the skid quadratic?

We have not learned the tools to algebraically determine if this is a quadratic relationship, but we can make the determination visually. We should sketch out a scatter plot. To make a scatter plot, label the x-axis as the miles per hour, and the y-axis as the other variable, the length of the skid.

Next, note the highest and lowest x-value. For our data set, x = 10 is the lowest and x = 60 is highest. We make 6 vertical lines on the x-axis, one for each value of our x-variable.

Do the same for the y-axis. The lowest value is 6 and the highest value is 200. We can make however many horizontal lines we’d like. We can start at y = 0 and count by 50s, which would mean we can stop after 4 horizontal lines.

Place dots that correspond to the data points in the table. The scatter plot looks like this:

This one is tough to determine, as we cannot see the minimum to be sure. We can say that it looks quadratic. Let’s take a look at another example.



2. A business wants to charge a price for their product that maximizes their profit. If a business charges too much, customers are scared off. The following table represents the price set for different products and the total profit based on that price.

price number of purchases
$100 $60,000
$120 $66,440
$140 $69,600
$150 $70,000
$160 $69,600
$180 $66,440
$200 $60,000

If we make a scatterplot of the data,

This data makes an upside down U, similar to the first example at the beginning of this document. That’s a quadratic shape!

Practice Problems

1. A water heater is installed in a house. The temperature for a water heater is recorded below. Is the relationship between time and temperature quadratic?

hour temperature (F)
$0 40 F
$1 69 F
$2 93 F
$3 112 F
$4 125 F
$5 132 F
$6 135 F


2. This data comes from fuel economy.gov and has been slightly modified to make graphing easier.

A certain vehicle’s miles per gallon is tracked based on its driving speed. Is the relationship between speed and miles per gallon a quadratic relationship?

hour temperature (F)
$5 10 F
$15 20 F
$25 28 F
$35 30 F
$45 31 F
$55 31 F
$65 28 F
$75 23 F