# W1292 Useful Randomness

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## Prerequisites[edit]

## Research[edit]

- [1](wikipedia)-Pythagorean's Theorem
- Random Number Generation (Wikipedia)
- How Random is Your Randomness?
- The Search for π
- Random Function for Int (Swift Documentation)
- Random Function for Double (Swift Documentation)

## Introduction[edit]

In Swift, it is possible to return random numbers within a range as a method. Using **.random** allows you to choose a number within a range. The for loop below demonstrates a range of numbers and random numbers printed each time the loop runs. Here, we demonstrate the randomness applied to an Int.

**Int**

```
for _ in 1...5 {
print(Int.random(in: 1..<50))
}
// Prints "49"
// Prints "32"
// Prints "15"
// Prints "9"
```

As you can see, **.random** is highlighted in the correct location of where it should be applied.

**The Double**

In Swift **.random** can also be applied to Doubles just like Int, as shown above. It is the same idea, but with a double instead of Int and a different output.

```
for _ in 1...5 {
print(Double.random(in: 1..<50))
}
// Prints "49.0"
// Prints "32.0"
// Prints "15.0"
// Prints "9.0"
```

## Pythagorean theory[edit]

**Pythagorean's theorem** is an important concept in Euclidean geometry regarding the three sides of a right triangle. It states that the area of the square whose side is the **hypotenuse (the side opposite the right angle)**, also known as **c**, is equal to the sum of the areas of the squares on the other two sides. The other two sides are known as **a** and **b**, **a** being the **adjacent** and **b** being the **opposite**. This theorem is often written as **a + b = c**.

## Trigonometric ratios[edit]

**Sin** and **Cos** are both concepts of geometry that tie into Pythagorean's Theorem. **Soh-Cah-Toa** is an acronym used to remember the formulas to solve simple **sin** and **cos** functions, **Toa** known as **tangent** is explained later. Focus on **sin** and **cos** for now. Before moving on, recollect the names of each triangle side that was described earlier in the **Pythagorean's Theorem**.

**Sine(Sin)**

- Soh is Sin = opposite (b) / hypotenuse (c)

**Cosine(Cos)**

- Cah is Cos = adjacent (a) / hypotenuse (c)

**Tangent(Toa)**

- Toa is Tan = opposite (b) / adjacent (a)

### Applications in Swift[edit]

In Swift, you can apply Sine, Cosine, and Tangent in different ways. In this example, we start by importing a library. This allows us to apply the prebuilt math formulas, thus the **import Foundation**. If you are not familiar with Swift's libraries, it is okay. We will cover this in another lesson.

```
import Foundation
//importing the library, allows us to use the sin, cos, and tan functions
//Double.pi is a Double since pi has decimals
let sine = sin(90 * Double.pi / 180)
print("Sine \(sine)")
let cosine = cos(90 * Double.pi / 180)
print("Cosine \(cosine)")
let tangent = tan(90 * Double.pi / 180)
print("Tangent \(tangent)")
//Output:
//Sine 1.0
//Cosine 6.12323399573677e-17
//Tangent 1.63312393531954e+16
```

## Excursions[edit]

If you would like to experiment, that is great!

- Start by opening the swift REPL by typing in Swift as shown below.

john-williams@codermerlin:~$ swift

- Proceed to import Foundation.

john-williams@codermerlin:~$ import Foundation

- Finally, to have the best learning experience, explore this concept on your own.
- You can reference the for loop example and experiment; try changing the line value to have different results.
- Always remember to have fun!

## Background[edit]

Coming Soon | |

Add section on throwing dart at ¼ of square |

The value of π can be calculated by:

- Randomly throwing "darts" at a unit circle
- Counting the total number of "darts",
*N* - Counting the number of "darts" that fall within the unit circle,
*C* - The ratio of the area inside the circle to the total area is C / N
- The value of π is four times this value (because the area of the total square is 2 units x 2 units)

## Prepare[edit]

Create a new directory in your ~/Experiences directory named "W1292". Use emacs to edit a file named "main.swift":

zay-vin@codermerlin:~$ cd ~/Experiences

zay-vin@codermerlin:~/Experiences$ mkdir W1292

zay-vin@codermerlin:~/Experiences$ cd W1292

zay-vin@codermerlin:~/Experiences/project-1292$ swift-init

zay-vin@codermerlin:~/Experiences/project-1292$ emacs main.swift

You can run your program from within emacs with `F5`-`r`

You can find the square root of a number using the squareRoot function. This function is included in the Foundation library, so it must be imported.

For example:

```
import Foundation
let d = 12.0
print(d.squareRoot())
```

**Section 1**

Complete your program, then answer these questions:

- Estimate the value of π using your program
- Throw 100 darts (N = 100). What result do you obtain?
- Throw 1000 darts (N = 1000). What result do you obtain?

- How is the second result different from your previous result?
- How large should N be to accurately estimate π to five digits?
- How important is it that the dart be "thrown" randomly?

## Exercises[edit]

- Write a program that randomly throws a series of N darts at a virtual dartboard as described above. At the conclusion of throwing N darts, the program should print an estimate for the value of . Be sure to complete this part of the exercise in your ~/Experiences/W1292 directory.
- J1292 Create a journal and answer all questions in this experience. Be sure to include all sections of the journal, properly formatted.
- M1292-28 Complete Merlin Mission Manager Mission M1292-28.

## Key Concepts[edit]

**Random numbers**meet the following two criteria:*Even distribution*over a defined interval*Impossible to predict*subsequent values based on previous values

- Random numbers can be very useful in certain circumstances