Friday, 28 February 2014

Advantages And disadvantages of sorting

Advantages And disadvantages

Bubble Sort
Advantages
Disadvantages
The primary advantage of the bubble sort is that it is popular and easy to implement.
The main disadvantage of the bubble sort is the fact that it does not deal well with a list containing a huge number of items.
In the bubble sort, elements are swapped in place without using additional temporary storage.
The bubble sort requires n-squared processing steps for every n number of elements to be sorted.
The space requirement is at a minimum
The bubble sort is mostly suitable for academic teaching but not for real-life applications.


Insertion Sort
Advantages
Disadvantages
The main advantage of the insertion sort is its simplicity.
The disadvantage of the insertion sort is that it does not perform as well as other, better sorting algorithms
It also exhibits a good performance when dealing with a small list.
With n-squared steps required for every n element to be sorted, the insertion sort does not deal well with a huge list.
The insertion sort is an in-place sorting algorithm so the space requirement is minimal.
The insertion sort is particularly useful only when sorting a list of few items.

Selection Sort
Advantages
Disadvantages
The main advantage of the selection sort is that it performs well on a small list.
The primary disadvantage of the selection sort is its poor efficiency when dealing with a huge list of items.
Because it is an in-place sorting algorithm, no additional temporary storage is required beyond what is needed to hold the original list.
The selection sort requires n-squared number of steps for sorting n elements.
Its performance is easily influenced by the initial ordering of the items before the sorting process.
Quick Sort is much more efficient than selection sort

Advantages
Disadvantages
The quick sort is regarded as the best sorting algorithm.
The slight disadvantage of quick sort is that its worst-case performance is similar to average performances of the bubble, insertion or selections sorts.
It is able to deal well with a huge list of items.
If the list is already sorted than bubble sort is much more efficient than quick sort
Because it sorts in place, no additional storage is required as well
If the sorting element is integers than radix sort is more efficient than quick sort.

Quick Sort

Heap sort
Advantages
Disadvantages
The Heap sort algorithm is widely used because of its efficiency.
Heap sort requires more space for sorting
The Heap sort algorithm can be implemented as an in-place sorting algorithm
Quick sort is much more efficient than Heap in many cases
its memory usage is minimal
Heap sort make a tree of sorting elements.

Merge Sort

Advantages
Disadvantages
It can be applied to files of any size.
Requires extra space »N
Reading of the input during the run-creation step is sequential ==> Not much seeking.
Merge Sort requires more space than other sort.
If heap sort is used for the in-memory part of the merge, its operation can be overlapped with I/O
Merge sort is less efficient than other sort

25 comments:

  1. really usefull and the main thing i get all sorting advantage and disadvantage at one place

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