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Introduction to Selection Sort vs Insertion Sort

This article focuses on selection sort and insertion sort along with their differences. Selection sort is a way of sorting in which the items of an array are sorted by repeatedly identifying the minimum element in ascending order is considered from the unsorted part and puts it in the beginning. There are two subarrays maintained in this process, one which is already sorted and another one which is to be sorted. Whereas, insertion sort is a simple technique for sorting in which the array is split into two parts, sorted and unsorted. Then from the unsorted pack, the values are selected and put in the sorted pack.

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Head to Head Comparison Between Selection Sort vs Insertion Sort(Infographics)

Below are the top 9 differences between Selection Sort vs Insertion Sort:

Comparison Table of Selection Sort vs Insertion Sort

Selection Sort Insertion Sort

Insertion Sort

Selection sort sorts by identifying the smallest element from the unsorted group and selecting it to interchange it with the elements from the sorted group and puts in the correct location.

Insertion sort sorts by interchanging one element at a time from the sorted group with the partially sorted group.

Selection sorts first finds the smallest element from the unsorted group and then transfers it accordingly.

Transfers one element at a time to the sorted group of the elements.

Selection sort is less efficient than insertion sort.

Insertion sort is more efficient than selection sort.

Selection sort is very much simpler as compared to insertion sort as the process of finding smaller numbers from a group of numbers is very easier.

Insertion sort is more complex than selection sort.

Selection sorting is an unstable way of sorting elements of an array if compared to insertion sorting.

Insertion sort is a very stable sorting algorithm if compared to selection sort.

In selection sorting, no best case time complexity is available. O (N2) is the only time complexity available for all cases.

O(N) is the best case time complexity in insertion sorting when the array has to be in ascending order.

While doing selection sorting, the number of swapping operations performed is less than the number of comparisons done.

While doing sorting through insertion sorting, the number of swapping operations performed is higher than the comparison operation performed.

In selection sorting, the location of the sorted element is known by the algorithm but the element which has to be placed at the location is searched by the algorithm.

In insertion sorting, the element to be sorted is known beforehand and the correct position for placing the element is searched by the algorithm.

In selection sorting, immediate data cannot be dealt with as the data is needed to be present at the very beginning of the sorting process.

The major benefit of insertion sorting is that immediate data can also be dealt with by this way of sorting as this technique is done live.

Key differences between Insertion Sort and Selection Sort

Sorting can be defined as a process of systematically arranging the items. This includes ordering as well as arranging the items of a list in a sequenced order according to the criteria specified. Categorizing or grouping of items can also be done through sorting.

Insertion sorting:

The implementation of insertion sort is very easy and highly efficient if it is used with a small set of data. The requirement of additional memory space is very less in the process of insertion sorting. Insertion sorting is also considered a live sorting technique as it can also deal with immediately added data in the array.

Insertion sorting is considered a faster option to sort data if compared to its other counterparts.

Working of the Insertion sort is explained as follows:

Two sets of an array is used in insertion sorting in which one set contains the unsorted elements and another one contains the sorted elements. The algorithm of sorting elements using insertion sorting runs till the last element of the unsorted set. If an array contains ‘n’ number of elements then the 0th element is in the sorted set and the remaining elements are in the unsorted set.

Array index 1 is defined as the first element of the unsorted set of the array. After every iteration, the first element of the unsorted set is chosen and inserted in its appropriate place in the sorted set.

In selection sorting, the array of the elements is divided into two sets, one for the unsorted part and another one for the sorted part of the array. Selection sorting is a way of sorting in which the algorithm searches for the minimum value in the elements of the array and places it in the first or last position depending on the sorting criteria, to the sorted set. The search for the minimum value amongst the elements is done till the last element of the unsorted set of the array and until all the elements get placed in their appropriate place.

Working of the Selection Sort is explained as follows:

If an array contains ‘n’ elements in the memory. Then, in the first step, the element with the smallest value is searched and it is swapped with its position with the element which was in the first position previously.

After this, again the smallest element is searched and swapped with the element previously present in the second position. In the n-1th step, the same process is completed for sorting the n number of elements.

Conclusion

On the basis of the above article, we understood the concept of sorting and the differences between the two ways of sorting i.e insertion sort and selection sort. This article explains the major differences between insertion sort and selection sort which will help the readers in selecting the way of sorting according to their requirements.