Friday, March 22, 2019

RADIX SORT


  • Radix sort sorts the elements by processing its individual digits. Radix sort processing the digits either by LSD(Least Significant Digits) method by most processing digits (MSD) method. 
      Least Significant Digit(LSD):
         

  • It is the lowest digit in a number,located at the far right of the string.          
      Example
          
                  
      Most Significant Digit:

  • Most Significant Digit is the far left in a string of digit.
     Example
     
                      

  • Radix sort is clever and intuitive little sorting algorithm radix sort puts the elements in order by comparing the digits of the numbers. 
EXAMPLE
Consider the following numbers, 
                 
  • We should starting by comparing  and ordering the one's digits.
  • Radix sort is generalized from bucket sort. it can be performed using buckets from 0 to 9. 
                 
  • In second pass the numbers are arranged according to the next least significant bit and so on.This process is repeated until it reaches the most significant bits of all numbers.
         

  • Now the sub-lists are created again, this time based on the ten's digit.
             
  • Now the sub-list are created according to the hundred's digit.
                   
After Radix Sort:

           

Complexity:

  • Worst case:O(n)
  • Best case:O(n)
  • Average case:O(n)

Advantages:

  • Radix sort is very simple.
  • A computer can do it fast.
  • Radix sort is in fact one of the fastest sorting algorithm for numbers or strings of letters.

Disadvantages:

  • Radix sort can be slower than some other algorithms such as Quick Sort and Merge Sort.
  • It can take-up more space than other sorting algorithms,since in addition to the array that will be sorted.
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