Thursday 26 March 2015

Play With Binomial coefficient

Binomial Series has Very important role in mathematics .
Today we are going to discuss different approach of finding binomial coefficient .

Lets Start With Basic Approach 


Mathematical Formula to find binomial Coefficient 

Directly implement this mathematical formula  to find Binomial Coefficient 


C-Program:
  1. //Direct Approach to find Binomial Coefficient 
  2. //Beginner 2 Computer Science 
  3. #include<stdio.h>
  4. #include <string.h>
  5. int BinomialCoeff(int n,int r){
  6.         /*
  7.            Direct Approach
  8.            coeff=n!/((n-r)! * r!)
  9.            !-> stands for factorial
  10.            ie. 5!= 5*4*3*2*1
  11.         */
  12.         int max(int a,int b){
  13.                 if(a>b)
  14.                     return a;
  15.                 else
  16.                     return b;
  17.         }
  18.         int min(int a,int b){
  19.                 if(a<b)
  20.                     return a;
  21.                 else
  22.                     return b;
  23.         }
  24.        
  25.         int i,mx,mn;
  26.         int coeff=1;
  27.         //nC0 & nCn
  28.         if(r==0 ||n==r)
  29.             return 1;
  30.            
  31.         mx=max((n-r),r); //max of r & n-r
  32.         mn=min((n-r),r); //min of r & n-r
  33.        
  34.         //calculating coeff=n!/mx!
  35.         for(i=mx+1;i<=n;i++){
  36.                 coeff=coeff*i;
  37.         }
  38.        
  39.         //calculate coeff=coeff/mn!
  40.         for(i=2;i<=mn;i++){
  41.                 coeff=coeff/i;
  42.     }
  43.         return coeff;
  44. }
  45. int main()
  46. {
  47.   int n=5,r=3;
  48.   printf("==> %d\n",BinomialCoeff(n,r));
  49.   return 0;
  50. }

Recursive Approach :

Recursive Approach to calculate binomial Coefficient
Recursion Tree for Binomial Coefficient

C-Program for Finding Binomial Coefficient using recursive Approach :

  1. //Recursive Approach for finding Binomial Coefficient
  2. //C99 Program 
  3. #include<stdio.h>
  4. #include <string.h>
  5. int BinomialCoeff_Recur(int n,int r){
  6.         /*
  7.           recursive Approach
  8.           when r=0 or r==n return 1 //base case
  9.           else coeff=coeff=coeff+BinomialCoeff_Recur(n-1,r)+BinomialCoeff_Recur(n-1,r-1);
  10.           return coeff
  11.         */
  12.         int coeff=0;
  13.        
  14.         if(r<=0 || r==n){ //termination case
  15.                 return 1;
  16.         }
  17.         if(r<){
  18.              //recursive call
  19.             coeff=coeff+BinomialCoeff_Recur(n-1,r)+BinomialCoeff_Recur(n-1,r-1);
  20.         }
  21.         return coeff;
  22. }
  23. int main()
  24. {
  25.   int n=5,r=3;
  26.   printf("==> %d\n",BinomialCoeff_Recur(n,r));
  27.   return 0;
  28. }

Dynamic Programming Approach:

We gonna use bottom top approach & store result which may need in future .
Dynamic Programming Approach for finding Binomial Coefficient

C-Program for finding Binomial Coefficient using Dynamic Programming Approach:

  1. //Dynamic Programming Approach for finding Binomial Coefficient 
  2. // C Program
  3. //Beginner 2 Computer Science
  4. #include<stdio.h>
  5. #include<string.h>
  6. int BinomialCoeff_DynamicProgramming(int n,int r){
  7.         /*
  8.         **** this code is for C99
  9.         ******Need <string.h>
  10.         Need To fallow bottom top approch
  11.         & Store value of each calcution may need in future
  12.         */
  13.         int min(int a,int b){
  14.                 if(a<b)
  15.                     return a;
  16.                 else
  17.                     return b;
  18.         }
  19.        
  20.         int mtrx[n+1][r+1];
  21.         int i,j;
  22.        
  23.         if(n==|| r==0){ //Special Case
  24.                 return 1;
  25.         }
  26.         else if(r>n){
  27.                 return 0;
  28.         }
  29.        
  30.         //This is Special Fuction Supported in C99
  31.         memset(mtrx,0,sizeof(mtrx)); //now for all i,y mtrx[i][j]=0
  32.        
  33.         //Calculation for binomial coefficient
  34.         for(i=0;i<=n;i++){
  35.                 for(j=0;j<=min(i,r);j++){
  36.                         if(j==0 || j==i)
  37.                             mtrx[i][j]=1;
  38.                         else
  39.                             mtrx[i][j]=mtrx[i-1][j-1]+mtrx[i-1][j];
  40.                 }
  41.         }
  42.         return mtrx[n][r];
  43. }
  44. int main()
  45. {
  46.   int n=5,r=3;
  47.   printf("==> %d\n",BinomialCoeff_DynamicProgramming(n,r));
  48.   return 0;
  49. }

Please Suggest if Found Any Bug
Thank U

1 comment:

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