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Friday, January 31, 2014

Examples of some common Algorithms of DataStructure in C programming

Examples of some common Algorithms of DataStructure in C programming

1.Algorithm to find the average of  a subject marks of ‘N’ number of students.
             AVG_OF_MARKS (LIST, N)
            [LIST is an array containing marks, N is the size of array]
            SUM 0
            Repeat For I=1,2,3, …N
               SUM  SUM  + LIST[i]
            [End of For I]
            AVG SUM/N
            Write: ‘The average is’,AVG
            Exit.

2.Algorithm to find average of SALARY in an array of EMP struct containing information EMPNO, EMPNAME, and SALARY.
        AVG_SALARY (LIST, SIZE)
        [LIST is an array of EMP, SIZE is size of array]
        SUM 0
        Repeat For I=1,2,3, …SIZE
          SUM SUM  + LIST[I].SALARY
       [End of For I]
       AVG  SUM / SIZE
       Write: ‘The average Salary is’,AVG
       Exit.
An algorithm, that performs sub task, may be called in another algorithm. It is better practice to divide the given problem into sub problems and write the individual algorithms to solve such sub problems and collectively write main algorithm to call the sub algorithms in order to solve the main problem.

3.Algorithm to find maximum of two unequal numbers and use the same to find maximum of four unequal numbers.
          MAX_OF_2(NUM1, NUM2)
          [NUM1 and NUM2 are two numbers]
          If NUM1 > NUM2 Then:
                       Return NUM1
          Else:
                        Return NUM2
          [End of If]
          Exit:
          MAX_OF_4(NUM1, NUM2, NUM3, NUM4)
          [NUM1, NUM2, NUM3, and NUM4 are numbers]
          TEMP1 MAX_OF_2(NUM1, NUM2)
           TEMP2  MAX_OF_2(NUM3, NUM4)
            MAX MAX_OF_2(TEMP1, TEMP2)
            Return MAX
            Exit.

4.Algorithm to find minimum of two distinct numbers and using the same to find minimum of three distinct numbers.
            MIN_OF_2(NUM1, NUM2)
            [NUM1 and NUM2 are two number]
             If NUM1<NUM2 Then:
                 Return NUM1
             Else:
                Return NUM2
               [End of If]
               Exit.
               MIN_OF_3(NUM1, NUM2, NUM3)
               [NUM1, NUM2, and NUM3 are distinct number]
                   Return MIN_OF_2(MIN_OF_2(NUM1, NUM2), NUM3)
                Exit.

5.Algorithm to find the GCD (Greatest Common Divisor)
of two positive numbers and use the same to find LCM of two positive numbers.
GCD(NUM1, NUM2)
Rem    NUM1%NUM2 [%Modulus Operator]
Repeat While Rem<>0
  NUM1 <--- NUM2
   NUM2<--- Rem
   Rem <-- NUM1% NUM2
 [End of While]
Return NUM2
Exit. 
LCM(NUM1,NUM2)
  Return(NUM1*NUM2) / GCD (NUM1,NUM2)
Eixt.
Suppose that the LCM algorithm is called using 12 and 16.
The algorithm calls GCD with 12 and 16.

Working of GCD algorithm:
Rem12%16       i.e.  Rem =12
Rem is not equal to Zero. So, NUM1=16 and NUM2=12
Rem16%12       i.e. Rem=4
Rem is not equal to Zero. So, NUM1=12 and NUM2=4
Rem12%4          i.e. Rem=0
Rem is equal to Zero. So, GCD algorithm returns NUM2 that is 4.
When the algorithm LCM gets the result from GCD algorithm it finds the expression value (NUM1 * NUM2) /GCD(NUM1,NUM2).i.e.(12*16) / 4. Which is equal to 48.48 is the LCM of 12 and 16.
Here in this example algorithm, finding LCM is the main problem that can be divided into sub problem like finding the GCD first and using the same to solve the main problem. So, GCD algorithm is written first and in the order algorithm that can be treated as a main algorithm. In this way a given problem can be divided into small problems and algorithms can be written to solve such small problems.

6. Algorithm to find sum of ‘N’ natural numbers between 
N1 and N2.
SUM1(N1,N2)
[N1 and N2 are two different natural numbers]
If N1> N2 Then:
   MAXN1
    MINN2
Else:
    MAXN2
    MINN1
[End of ]
MIN  MIN – 1[to include MIN in sum]
SUM1 (MIN*(MIN +1))/2
SUM2(MAX*(MAX +1))/2
Return SUM2-SUM1
Exit.
In the above algorithm to find the sum of N natural the formula N(N+1)/2 is used. Instead of formula a repetitive statement can also be used that run from MIN to MAX with setp 1. The algorithm can be re-written as:

SUM2(N1,N2)
[N1 and N2 are two different natural numbers]
If N1>N2 Then:
   MAX N2
   MIN N2
Else:
   MAX N2
   MINN1
[End of If]
SUM 0
Repeat For I= MIN, MIN+1, MIN+2 …MAX
    SUMSUM +1 
[End of For]
Return SUM
Exit.

Dry Run:
Suppose that the above algorithm SUM 1 is called with two number 23 and 11. In the If statement 23>11 condition is TRUE, therefore MAX becomes 23 and MIN becomes 11. Now the loop repeats for 11, 12, 13, 14 up to 23 (I values).Every time when the loop is repeated  I  is added to SUM. So, finally the value of SUM is returned from the algorithm. 

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