Introduction
Bubble sort is a kind of sorting algorithm that works by frequently stepping through lists that require to be sorted, comparing each pair of adjacent objects, and swapping them if they are in the wrong order. This transient procedure is revolved until no swaps are required, indicating that the list is sorted. Bubble sort receives its name because smaller elements bubble toward the top of the list.
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Bubble sort is also recognized as a dropping sort or comparison sort.
The bubble sort algorithm has a worst-case and average complexity of O(n2), where n means the total number of items sorted. Unlike the other sorting algorithms, bubble sort identifies whether the sorted list is effectively built into the algorithm. Bubble sort performs over an already sorted list is O(n).
The position of components in bubble sort plays a significant role in determining performance. Large components at the start do not pose a problem as they are simply exchanged. The small elements toward the end move to the opening slowly. As such, these components are described as rabbits and turtles.
The bubble sort algorithm can be optimized by placing larger elements in the last position. After each pass, all elements after the last swap are sorted and do not need to be reviewed again, thereby neglecting the tracking of exchanged variables.
What are the different kinds of Sorting Algorithms?
- Selection sort
- Insertion sort
- Merge sort
- Quick sort
- Heap sort
- Bubble sort
- Bucket sort
Real-world examples of bubble sort
Real-world use cases of the bubble sort algorithm are difficult to find. Though, with a little visualization, we can understand how a bubble sort might happen in a real situation.
Imagine there are five buses and all of them are moving down a straight road. They are all being driven on voyage control, but every bus speeds have been set to lightly different rates.
When a bus is moving faster than the bus in front, it will pass it, and occupy the slower bus’s place in the traffic. This will keep repeating, with each bus changing positions with any slower car in face of it. Eventually, the buses will sort out according to their speeds, with the fastest bus being at the beginning of the line of traffic. This is the principle of how the bubble sort algorithm works.
Which sorting algorithm is used in Python?
Sorting is an essential building block that various other algorithms are developed.
We use a sorting algorithm for the following problems:
- Searching
- Selection
- Finding Duplication
- Distribution.
Even in the python, We use a sorting algorithm for the same problems.
In a python programming language, You can opt for the sorted() function to sort any given list but values inside should be comparable.
You can even use the Timsort algorithm in python. It is derived from merge sort and insertion sort. It is used to perform various real-life problems.
Application of Bubble Sort Algorithm
It is used in academics and every university to introduce first-year computer science students to get through the concept of a sorting algorithm.
It is comparably easier to understand than any other sorting algorithm. You can move ahead of it after it is learned. The only notable advantage that bubble sort has over most other algorithms is that the ability to detect that the list is sorted efficiently and effectively and it's built into the algorithm. When the list is previously sorted (best-case), the complexity of bubble sort is only O(n). By distinction, most other algorithms, even those with sufficient average-case complexity, make their entire sorting method on the set and thus are more complex.
Bubble sort should be evaded in the case of large quantities and collection. It will not be effective in the case of a reverse-ordered type collection.
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