## Asymptotic Equivalence Classes (Big-O)

The equivalence relation definition given in the task is asking you to find functions that grow at the exact same rate (also known as Big-Theta $\Theta$):

$f asymp g <==> f in O(g) and g in O(f)$

Notation of $f in O(g)$ means "function $f$ doesn't grow faster than $g$"

###  The "Dominant Term" Rule
To find which class a function belongs to, simplify it to its core growth rate:
1.  **Drop all lower-order terms:** In $n^3 + n^2$, drop the $n^2$.
2.  **Drop all constant multipliers:** $5n^2$ and $1000n^2$ both become just $n^2$.
3.  **Identify the highest rank:** Factorials ($n!$) > Exponentials ($2^n$, $e^n$) > Polynomials ($n^3$, $n^2$) > Linear ($n$) > Logarithmic ($log n$) > Constant ($1$).

## Euclidian Algorithm
Purpose is to find the **GCD** (Greatest Common Divisor).

### Core Rule
Fill out this formula:
$$"Dividend" = ("Quotient" * "Divisor") + "Remainder"$$
1. **Divide** the bigger number by the smaller one
2. **How many times** does it fit -> $"Quotient"$
3. Find out **whats leftover** -> $"Remainder"$
4. **Shift to left** and repeat ($"Old Divisor" -> "Dividend"$, $"Remainder" -> "Divisor"$)

Result is the last $"Remainder"$ that is not $0$.

### Bezout Coefficients
**Goal:** find a $x$ and $y$ so that $"Divident" * x + "Divisor" * y = gcd("Dividend", "Divisor")$

1. **Rewrite Euclid (above) equations** to solve for remainder ($"Remainder" = "Old Remainder" - "Dividend" * "Divisor"$)
2.  **Substitute remainders** 
3. **Simplify** (Final Form: $"GCD" = x * "Dividend" + "y * Divisor"$)

### Extended Euclidian Algorithm
Only valid for GCD = 1

1. **Find GCD** using Euclidian Algorithm
	1. $A = q_1 * B + r_1$
	2. $B = q_2 * r_1 + r_2$
	3. $r_1 = q_3 * r_2 + 1$

2. **Unwrap**
	1. $1 = r_1 - (q_3 * r_2)$ mit $r_2 = B - q_2 * r_1$
	2. $1 = r_1 - (q_3 * (B - q_2 * r_1))$ mit $q_3$ ausmultiplizieren
	3. $1 = (1 + q_3 * q_2) * r_1 - q_3 * B$  mit $r_1 = A - q_1 * B$
	4. $1 = (1 + q_3 * q_2) * (A - q_1 * B) - q_3 * B$

3. **Simplify to** $x * A + y * B$
4. Coefficient of $A$ is the modular inverse