IM Alg1.4.15 Lesson: Inverse Functions

Here is an [i]encoded[/i] message, a message that has been converted into a code.[br][br]WRGDB LV D JRRG GDB.[br][br]Can you figure out what it says in English? How was the original message encoded?
How was the original message encoded?
Now it’s your turn to write a secret code!
Write a short and friendly message with 3–4 words.[br]
Pick a number from 1 to 10. Then, encode your message by shifting each letter that many steps forward or backward in the alphabet, wrapping around from Z to A as needed.[br][br]Consider using the table below to create a key for your cipher.[br][br]Then, give your encoded message to a partner to decode. If requested, give the number you used.[br]Decode the message from your partner. Ask for their number, if needed.
Suppose m and c each represent the position number of a letter in the alphabet, but m represents the letters in the original message and c the letters in your secret code. Complete the table.
Use [math]m[/math] and [math]c[/math] to write an equation that can be used to [i]encode[/i] an original message into your secret code.
Use [math]m[/math] and [math]c[/math] to write an equation that can be used to [i]decode[/i] your secret code into the original message.
There are 26 letters in the alphabet, so only the numbers 1–26 make sense for m and c.
Try using the equation that you wrote to encode the letters A, B, Y, and Z. Did you end up with position numbers or [math]c[/math] values that are less than 1 or greater than 26? For which letters?[br]
Use your encoding equation to plot the (m,c) pairs for all the letters in the alphabet.
Look for the points whose [math]c[/math] value is less than 1 or greater than 26. What letters should they be in[br] the code? Plot the points where they should be according to the rule of your cipher.[br]
Did you end up with a graph of a piecewise function? If so, can you describe the different rules that apply to different domains of the function?
An American traveler who is heading to Mexico exchanges some U.S. dollars for Mexican pesos. At the time of his travel, 1 dollar can be exchanged for 19.32 pesos.
[table][tr][td]At the same time, a Mexican businesswoman who is in the United States is exchanging some Mexican pesos for U.S. dollars at the same exchange rate.[/td][td][img]data:image/png;base64,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[/img][/td][/tr][/table]Find the amount of money in pesos that the American traveler would get if he exchanged 100 dollars.
Find the amount of money in pesos that the American traveler would get if he exchanged 500 dollars.
Write an equation that gives the amount of money in pesos, [math]p[/math], as a function of the dollar amount, [math]d[/math], being exchanged.[br]
Find the amount that the Mexican businesswoman would get if she exchanged 1,000 pesos.
Find the amount that the Mexican businesswoman would get if she exchanged 5,000 pesos.
Explain why it might be helpful to write the inverse of the function you wrote earlier. Then, write an equation that defines the inverse function.[br]

IM Alg1.4.15 Practice: Inverse Functions

Noah's cousin is exactly 7 years younger than Noah.
[size=150]Let [math]C[/math] represent Noah's cousin's age and [math]N[/math]represent Noah's age. Ages are measured in years.[/size][br][br]Write a function that defines the cousin's age as a function of Noah's age. What are the input and output of this function?
Write the inverse of the function you wrote. What are the input and output of this inverse function?[br]
Noah's cousin is exactly 7 years younger than Noah.
[size=150]Let [math]M[/math] represent Noah's cousin's age in months and [math]N[/math] represent Noah's age in years.[/size][br][size=100][br]If Noah is 15 years old, how old is his cousin, in months?[/size]
When Noah's cousin is 132 months old, how old is Noah, in years?[br]
Write a function that gives the age of Noah's cousin in months, as a function of Noah's age in years.[br]
Write the inverse of the function you wrote. What are the input and the output of this inverse function?[br]
Each equation represents a function. For each, find the inverse function.
[math]c=w+3[/math]
[math]y=x-2[/math]
[math]y=5x[/math]
[math]w=\frac{d}{7}[/math]
[size=150]The number of years, [math]y[/math], is a function of the number of months, [math]m[/math]. The number of months, [math]m[/math], is also a function of the number of years, [math]y[/math]. [/size][br][br]Write two equations, one to represent each function.
Explain why the two functions are inverses.  [br]
Sketch a graph to represent the quantity described as a function of time. Be sure to label the vertical axis. Swing: The height of your feet above ground while swinging on a swing at a playground
Sketch a graph to represent the quantity described as a function of time. Be sure to label the vertical axis. Slide: The height of your shoes above ground as you walk to a slide, go up a ladder, and then go down a slide
Sketch a graph to represent the quantity described as a function of time. Be sure to label the vertical axis. Merry-go-round: Your distance from the center of a merry-go-round as you ride the merry-go-round
Sketch a graph to represent the quantity described as a function of time. Be sure to label the vertical axis. Merry-go-round, again: Your distance from your friend, who is standing next to the merry-go-round as you go around
Lin charges $5.50 per hour to babysit. The amount of money earned, in dollars, is a function of the number of hours that she babysits.
Which of the following inputs is impossible for this function?
The instructions for cooking a steak with a pressure cooker can be represented with this set of rules, where x represents the weight of a steak in ounces and f(x) the cooking time in minutes.
[math]\displaystyle f(x)=\begin{cases} 7,& 8\leq x\leq 12 \\ 8, & 12< x\leq 13 \\ 9, & 13< x\leq 14\\ 10, & 14< x\leq 15\\ 11, & 15< x\leq 16\\ \end{cases}[/math][br][br]Describe the instructions in words so that they can be followed by someone using the pressure cooker.
Graph function f.
[size=150]The absolute value function [math]Q\left(x\right)=|x|[/math] gives the distance from 0 of the point [math]x[/math] on the number line.[br][math]Q[/math] can also be defined using piecewise notation: [/size][br][math]Q(x)=\begin{cases} x,& x\geq 0 \\ \text-x,& x < 0 \end{cases}[/math][br][br]Determine if the point [math](-3,3)[/math] is on the graph of [math]Q[/math]. [br]For each point that you believe is [i]not[/i] on the graph of [math]Q[/math], change the output coordinate so that the point is on the graph of [math]Q[/math].
Determine if point [math](0,0)[/math] is on the graph of [math]Q[/math]. [br]For each point that you believe is [i]not[/i] on the graph of [math]Q[/math], change the output coordinate so that the point is on the graph of [math]Q[/math].
Determine if point [math](-5,-5)[/math] is on the graph of [math]Q[/math]. [br]For each point that you believe is [i]not[/i] on the graph of [math]Q[/math], change the output coordinate so that the point is on the graph of [math]Q[/math].
Determine if point [math](-72,72)[/math] is on the graph of [math]Q[/math]. [br]For each point that you believe is [i]not[/i] on the graph of [math]Q[/math], change the output coordinate so that the point is on the graph of [math]Q[/math].
Determine if point [math]\left(\frac{4}{5},\text{-}\frac{4}{5}\right)[/math] is on the graph of [math]Q[/math]. [br]For each point that you believe is [i]not[/i] on the graph of [math]Q[/math], change the output coordinate so that the point is on the graph of [math]Q[/math].

Information