Pigeonhole Sort - Python

Pigeonhole Sort is a simple sorting algorithm used when the number of elements (n) and the range of possible values (k) are roughly the same. It works by placing each element into a "pigeonhole" (a slot based on its value) and then reading them back in sorted order.

Working of Pigeonhole Sort

1. Find range:

• Find the minimum (min) and maximum (max) values in the list.
• Range = max - min + 1

2. Create pigeonholes: Create an array (list) of empty pigeonholes - one for each possible value in the range.

3. Distribute elements:

• For each element in the list, place it in its corresponding pigeonhole using the formula:
• index = element - min

4. Reconstruct sorted list: Traverse all pigeonholes in order, putting their elements back into the original list.

Python Implementation

[2, 3, 4, 6, 7, 8, 8]

Explanation:

• my_min, my_max = min(a), max(a): Finds smallest and largest elements.
• holes = [0] * (my_max - my_min + 1): Creates pigeonholes for all possible values.
• holes[x - my_min] += 1: Counts occurrences of each number.
• for count in range(size): Iterates through pigeonholes.
• a[i] = count + my_min: Fills array back in sorted order.

Related Articles:

• Counting Sort - Python
• Merge Sort in Python