the natural history of abstract objects

Some Old Friends and the Games We Can Play With Them

It’s the start of a new school year. We’re seeing our friends whom we haven’t seen all summer long. We’re making new friends. We’re excited to again get to play all of our favorite games with our friends. But this is Nueva, and so our friends are not people, but rather abstract objects. In particular, our friends are functions. And the games we want play with them aren’t chess or dodgeball or backgammon—the games we want to play are those called linear transformations.1

Let’s back up a bit. Here’s what we’re going to be thinking about for the first few weeks of our class. How can we take equations and turn them into pictures?

\[\text{equations} \longrightarrow \text{pictures}\]

How can we take pictures and turn them into equations?

\[\text{equations} \longleftarrow \text{pictures}\]

How can we do this in both directions, back and forth, back and forth, over and over again, without a calculator, using only our minds, so that we develop a deep intuition for what equations look like? In other words, we’re trying to figure out this:

\[\text{equations} \Longleftrightarrow \text{pictures}\]

We’re going to try to become algebraic synæsthetes2. Synæsthesia, as you might know, is the neurological condition describing when your senses overlap—when you can see sounds, or smell colors, or associate words with physical sensations. Your senses get all mixed up. That’s what we want. We want no difference between seeing a picture and seeing an equation.

To start acquiring our algebraic synæsthesia, let’s learn (or remind ourselves of) some basic functions and their shapes, and then figure out hw we can change them in simple ways. How can we move them up and down and left and right? How can we stretch them out? How can we squeeze and compress them? How can we flip them around? How does changing their equations change their pictures? How does changing their pictures change their equations?

It’s the start of a new year, so let’s make some new friends—or reintroduce ourselves to some old friends. Let’s list a dramatis personae of the characters who will populate our story:

\[f(x) = x\]

\[f(x) = x^2\]

\[f(x)=x^3\]

\[f(x)=\frac1x\]

\[f(x)=\frac{1}{x^2}\]

\[f(x)=\sqrt{x}\]

\[f(x)=\sqrt[3]{x}\]

\[f(x)=e^x\]

\[f(x)=\ln(x)\]

\[f(x) = \sin(x)\]

\[f(x) = \cos(x)\]

\[f(x) = \tan(x)\]

So. Those are our friends. What are the games we can play with them?

Vertical transformations

Vertical shifts

Likewise, the graph of \(f(x)-h\) is the graph of \(f(x)\) moved down by \(h\) units.

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Vertical expansions and contractions

Vertical reflections

Horizontal transformations

Horizontal shifts

Horizontal expansions and contractions

Horizontal reflections

Order of operations

Note that it matters in what order we apply these transformations! If we have \(f(x)\), and we want to draw \(af(bx + c) + d\), then we need to:

  1. Shift left or right by \(c\)
  2. Horizontally expand or contract by a factor of \(b\)
  3. Vertically expand or contract by a factor of \(a\)
  4. Vertically shift up or down by \(d\)

Problems

Let’s go from equations to pictures! For each of the following problems:

  1. Identify the parent function
  2. Write the transformed function in terms of the parent function
  3. List the transformations, in order.
  4. Graph the parent function
  5. Graph the transformed function. (A nice way to do this would be to graph both the parent and transformed function on the same axes, but using different colors.)

Don’t use a graphing calculator—do this all by hand! I mean, you can use Desmos to check or something, if you want, but we’re trying to learn how to do all this {} in our heads, {}. There’s no need to draw a particularly precise picture—we’re just trying to get a {} for how these things work.

And, as an example of what I mean in (2), if you’re given \(f(x) = 3\sin(x+2) - 7\), then you could set the parent function equal to \(g(x) = \sin(x)\), and then write \(f(x)\) as \(f(x) = 3g(x + 2) - 7\). This can make it a little easier to see the transformations—all the details of the function are stripped/abstracted and we’re left with just the transformations.

  1. \(f(x) = e^x + 3\)
  2. \(f(x) = \sin(x - \pi)\)
  3. \(f(x) = 5x^2\)
  4. \(f(x) = 3x^8\)
  5. \(f(x) = -x^3\)
  6. \(f(x) = (4x)^7\)
  7. \(f(x) = \sqrt{-x}\)
  8. \(f(x) = \sqrt{x} + 4\)
  9. \(f(x) = 3x + 2\)
  10. \(f(x) = \frac{1}{2}\ln(x)\)
  11. \(f(x) = \frac{1}{3x}\)
  12. \(f(x) = \cos(5x)\)
  13. \(f(x) = 12\) 
  14. \(f(x) = - x^2\)
  15. \(f(x) = x - 5\)
  16. \(f(x) = \sqrt{x + 4}\)
  17. \(f(x) = \left(\frac{x}{4}\right)^3\)
  18. \(f(x) = \frac{-1}{x}\)
  19. \(f(x) = \sqrt[3]{-x}\)
  20. \(f(x) = 5\)
  21. \(f(x) = 3x\)
  22. \(f(x) = 2x + 1\)
  23. \(f(x) = -(x - 5) + 3\)
  24. \(f(x) = 2x+1\)
  25. $f(x) = x - 5 $
  26. $f(x) = - x $
  27. \(f(x) = -2x + 5\)
  28. \(p(y) = 4(y + 1) - 6\)
  29. \(f(x) = -2x^2\)
  30. \(f(x) = 9x^2\)
  31. \(f(x) = (3x)^2\)
  32. \(f(x) = 3x^2 - 4\)
  33. \(f(x) = (x + 4)^2\)
  34. \(f(x) = (-x)^2\)
  35. \(f(x) = (4x - 2)^2\)
  36. \(f(x) = -(-3x - 7)^2\)
  37. \(f(x) = \frac{1}{3}(5x + 9)^2 - 14\)
  38. \(g(x) = (x-1)^2\)
  39. \(s(x) = -x^4 + 2\)
  40. \(f(x) = -(x^4 - 2)\)
  41. \(f(x) = -(x-3)^4\)
  42. \(f(x) = x^6 - 2\)
  43. \(f(x) = (x + 2)^3\)
  44. \(f(x) = x^3-1\)
  45. \(f(x) = (-x)^3\)
  46. \(f(x) = -x^3\)
  47. \(f(x) = -3(x + 1)^3\)
  48. \(f(x) = \frac{1}{5}(x - 2)^3 - 4\)
  49. \(f(x) = 9(-x + 6)^3 - 1\)
  50. \(f(x) = (x+2)^3+1\)
  51. \(f(x) = x^7 + 5\)
  52. \(f(x) = \sqrt{x - 3}\)
  53. \(f(x) = -\sqrt{x}\)
  54. \(f(x) = \sqrt{-x}\)
  55. \(f(x) = -4\sqrt{2x + 1}\)
  56. \(f(x) = \sqrt{-x + 7}\)
  57. \(f(x) = \sqrt{-x + 1} - 2\)
  58. $f(x) = 4 - 2 $
  59. \(f(x) = \sqrt[3]{-x} - 5\)
  60. \(f(x) = 6\sqrt[3]{x + 5}\)
  61. \(f(x) = \sqrt[3]{x + 3} + 2\)
  62. \(f(x) = \sin(x + \pi/2)\)
  63. \(f(x) = 5\sin(x)\)
  64. \(f(x) = \sin(5x)\)
  65. \(f(x) = 5\sin(5x)\)
  66. \(f(x) = \cos(x + 3\pi)\)
  67. \(f(x) = 2\cos(x) + 2\)
  68. \(f(x) = \frac{1}{2}\sin(x)\)
  69. \(f(x) = -\sin(x) + 1\)
  70. \(f(x) = \cos(-x) - 1\)
  71. \(f(x) = -3\cos(4x + 2\pi) + 5\)
  72. \(b(\theta) = 5\sin{(3\theta + \pi)}\)
  73. \(f(x) = -2\sin{(-2x - \frac{3}{4}\pi)}\)
  74. \(f(x) = 2\sin(x)\)
  75. \(f(x) = \sin(2x)\)
  76. \(f(x) = \sin(x + \pi/2)\)
  77. \(r(x) = -12\tan(x)\)
  78. \(f(x) = 2\cos(x + 2\pi)\)
  79. \(f(x) = \cos(x + \pi)\)
  80. \(f(x) = -\cos(x)\)
  81. $f(x) = 4+ (1/x) $
  82. \(\displaystyle f(x) = \frac{2}{x}\)
  83. \(\displaystyle f(x) = \frac{1}{x + 3}\)
  84. \(\displaystyle d(z) = \frac{-1}{z + 2}\)
  85. \(\displaystyle f(x) = \frac{-1}{3x} + 5\)
  86. \(\displaystyle f(x) = 3\cdot \frac{1}{5x}\)
  87. $f(x) = $
  88. \(t(x) = e^{x - 2} - 4\)
  89. \(r(x) = 5e^{2x} + 1\)
  90. \(w(y) = -e^{y + 2}\)
  91. $f(x) = 12e^{-3x} $
  92. $j(r) = e^{0.2r} $
  93. \(h(x) = \ln{(x)} + 1\)
  94. \(t(x) = \ln{x - 2.5} - 8\)
  95. \(r(x) = \frac{1}{2}\ln{(3x)} + 1\)
  96. \(w(y) = -\ln{(y + 6)}\)
  97. $f(x) = 12 $
  98. $j(r) = $

Let’s go from pictures to equations! For each of the following problems:

  1. Identify the parent function (or rather, what one of the possible parent functions could be)
  2. Describe the transformations that take the parent function to the graph given.
  3. List the transformations, in order.
  4. Finally (and most importantly), write out a possible equation for this picture. If multiple equations might work, give at least two possibilties.

For the following: identify the parent function. Give one sequence of transformations, and then give an {} sequence of transformations that will produce the same graph (i.e., use algebra to simplify (or complexify) the expression into a different form, and then write the sequence of transformations for that version.)

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  1. Why “linear’’? What does”linear" mean here? Are there also “non-linear” transformations? What are those?!?↩︎

  2. Note the pretty https://en.wikipedia.org/wiki/%C3%86! ↩︎