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Daytime accidents. a) Find a quadratic function that fits the following data. $$\begin{array}{|r|c|}\hline & \begin{array}{c}\text { Number of Daytime } \\\\\text { Accidents (for every }\end{array} \\\\\text { Travel Speed } & 200 \text { million } \\\\\text { (in km/h) } & \text { km driven } \\\60 & 100 \\\80 & 130 \\\100 & 200 \\\\\hline\end{array}$$ b) Use the function to estimate the number of daytime accidents that occur at \(50 \mathrm{km} / \mathrm{h}\) for every \(200\) million km driven.

Short Answer

Expert verified
The quadratic function is \[ f(x) = 0.05x^2 - 5.5x + 250 \]. At 50 km/h, there are 100 accidents per 200 million km driven.

Step by step solution

01

Define the Data Points

From the table, the data points are (60, 100), (80, 130), and (100, 200). These represent the pairs (Travel Speed, Number of Daytime Accidents).
02

Set Up the Quadratic Function

Assume the quadratic function is of the form: \[ f(x) = ax^2 + bx + c \]We need to find the coefficients a, b, and c.
03

Form Equations Using Data Points

Substitute each data point into the quadratic function: 1. For (60, 100): \[ 100 = a(60)^2 + b(60) + c \] 2. For (80, 130): \[ 130 = a(80)^2 + b(80) + c \] 3. For (100, 200): \[ 200 = a(100)^2 + b(100) + c \]
04

Simplify the Equations

We simplify the equations: 1. \[ 3600a + 60b + c = 100 \] 2. \[ 6400a + 80b + c = 130 \] 3. \[ 10000a + 100b + c = 200 \]
05

Solve the System of Equations

Use elimination or substitution methods to solve the system of equations. Subtract the first equation from the second and the second from the third, then solve for a, b, and c.
06

Refine and Find Coefficients

This gives: \[ 2800a + 20b = 30 \] and \[ 3600a + 20b = 70 \] solving these: \[ 3600a + 20b - 2800a - 20b = 40 \] which simplifies to \[ 800a = 40 \implies a = 0.05 \]Next, substitute a = 0.05 into \[ 2800(0.05) + 20b = 30 \]solving gives \[ 140 + 20b = 30 \] \[ 20b = -110 \implies b = -5.5 \] Finally, substitute a and b into any original equation to find c, e.g., \[ 3600(0.05) + 60(-5.5) + c = 100 \] simplifies to \[ 180 - 330 + c = 100 \] \[ c = 250 \]
07

Construct the Quadratic Function

The coefficients yield the quadratic function: \[ f(x) = 0.05x^2 - 5.5x + 250 \]
08

Estimate Accidents at 50 km/h

To estimate the number of accidents at 50 km/h: \[ f(50) = 0.05(50)^2 - 5.5(50) + 250 \] Simplify to \[ f(50) = 0.05(2500) - 275 + 250 \] \[ f(50) = 125 - 275 + 250 = 100 \]

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

defining data points
Defining data points is an essential first step in solving any problem involving a quadratic function. In this exercise, we are provided with pairs of travel speeds (in km/h) and the number of daytime accidents (for every 200 million km driven). For example:
  • (60, 100)
  • (80, 130)
  • (100, 200)
Each pair consists of an x-value (travel speed) and a y-value (number of accidents). Identifying these points correctly ensures accurate formulation of equations later on.
solving system of equations
Solving a system of equations is crucial for finding the coefficients of the quadratic function. In our example, we form three equations from the data points:
1. For (60, 100): \[ 100 = 3600a + 60b + c \]
2. For (80, 130): \[ 130 = 6400a + 80b + c \]
3. For (100, 200): \[ 200 = 10000a + 100b + c \]
We then simplify these to:
  • 3600a + 60b + c = 100
  • 6400a + 80b + c = 130
  • 10000a + 100b + c = 200
Next, we solve this system using either elimination or substitution methods.
function estimation
Function estimation involves using our derived quadratic function to predict unknown values. After solving our system of equations, we get the function:
\[ f(x) = 0.05x^2 - 5.5x + 250 \]
To estimate the number of daytime accidents at a particular speed, we simply insert the speed value into our function. For 50 km/h:
\[ f(50) = 0.05(50)^2 - 5.5(50) + 250 \]
Resulting in:
\[ f(50) = 125 - 275 + 250 = 100 \]
Therefore, at 50 km/h, approximately 100 accidents occur for every 200 million km driven.
substitution and elimination methods
Substitution and elimination methods are techniques used to solve systems of linear equations. The elimination method involves adding or subtracting equations to eliminate one of the variables. For example, from our simplified equations:
\[ 6400a + 80b + c - 3600a - 60b - c = 30 \]
This simplifies to:
\[ 2800a + 20b = 30\]
We use it again to find another equation:
\[ 10000a + 100b + c - 6400a - 80b - c = 70 \]
This simplifies to:
\[ 3600a + 20b = 70\]
The substitution method involves solving one equation for a variable and substituting that value into another equation. For instance, solving:
\[ 800a = 40 \]
Gives us:
\[ a = 0.05 \]
Then we substitute this value into another simplified equation to find:
\[ b = -5.5, \]
And finally, we find the last coefficient c. Both methods are valuable tools in solving systems of equations.

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