61. What is the output of the following code?
#include<stdio.h>
#include<string.h>
int max_num(int a, int b)
{
if(a > b)
return a;
return b;
}
int lps(char *str1)
{
int i,j,len;
len = strlen(str1);
char str2[len + 1];
strcpy(str2, str1);
strrev(str2);
int arr[len + 1][len + 1];
for(i = 0; i <= len; i++)
arr[i][0] = 0;
for(i = 0; i <= len; i++)
arr[0][i] = 0;
for(i = 1; i <= len; i++)
{
for(j = 1; j <= len; j++)
{
if(str1[i-1] == str2[j - 1])
arr[i][j] = 1 + arr[i - 1][j - 1];
else
arr[i][j] = max_num(arr[i - 1][j], arr[i][j - 1]);
}
}
return arr[len][len];
}
int main()
{
char str1[] = "abdgkagdjbccbba";
int ans = lps(str1);
printf("%d",ans);
return 0;
}
#include<stdio.h>
#include<string.h>
int max_num(int a, int b)
{
if(a > b)
return a;
return b;
}
int lps(char *str1)
{
int i,j,len;
len = strlen(str1);
char str2[len + 1];
strcpy(str2, str1);
strrev(str2);
int arr[len + 1][len + 1];
for(i = 0; i <= len; i++)
arr[i][0] = 0;
for(i = 0; i <= len; i++)
arr[0][i] = 0;
for(i = 1; i <= len; i++)
{
for(j = 1; j <= len; j++)
{
if(str1[i-1] == str2[j - 1])
arr[i][j] = 1 + arr[i - 1][j - 1];
else
arr[i][j] = max_num(arr[i - 1][j], arr[i][j - 1]);
}
}
return arr[len][len];
}
int main()
{
char str1[] = "abdgkagdjbccbba";
int ans = lps(str1);
printf("%d",ans);
return 0;
}62. What is the time complexity of the following dynamic programming implementation of the matrix chain problem?
#include<stdio.h>
#include<limits.h>
int mat_chain_multiplication(int *mat, int n)
{
int arr[n][n];
int i,k,row,col,len;
for(i=1;i<n;i++)
arr[i][i] = 0;
for(len = 2; len < n; len++)
{
for(row = 1; row <= n - len + 1; row++)
{
col = row + len - 1;
arr[row][col] = INT_MAX;
for(k = row; k <= col - 1; k++)
{
int tmp = arr[row][k] + arr[k + 1][col] + mat[row - 1] * mat[k] * mat[col];
if(tmp < arr[row][col])
arr[row][col] = tmp;
}
}
}
return arr[1][n - 1];
}
int main()
{
int mat[6] = {20,5,30,10,40};
int ans = mat_chain_multiplication(mat,5);
printf("%d",ans);
return 0;
}
#include<stdio.h>
#include<limits.h>
int mat_chain_multiplication(int *mat, int n)
{
int arr[n][n];
int i,k,row,col,len;
for(i=1;i<n;i++)
arr[i][i] = 0;
for(len = 2; len < n; len++)
{
for(row = 1; row <= n - len + 1; row++)
{
col = row + len - 1;
arr[row][col] = INT_MAX;
for(k = row; k <= col - 1; k++)
{
int tmp = arr[row][k] + arr[k + 1][col] + mat[row - 1] * mat[k] * mat[col];
if(tmp < arr[row][col])
arr[row][col] = tmp;
}
}
}
return arr[1][n - 1];
}
int main()
{
int mat[6] = {20,5,30,10,40};
int ans = mat_chain_multiplication(mat,5);
printf("%d",ans);
return 0;
}63. What is the space complexity of the following recursive implementation?
#include<stdio.h>
#include<limits.h>
int max_of_two(int a, int b)
{
if(a > b)
return a;
return b;
}
int rod_cut(int *prices, int len)
{
int max_price = INT_MIN; // INT_MIN is the min value an integer can take
int i;
if(len <= 0 )
return 0;
for(i = 0; i < len; i++)
// subtract 1 because index starts from 0
max_price = max_of_two(max_price, prices[i] + rod_cut(prices,len - i - 1));
return max_price;
}
int main()
{
int prices[]={2, 5, 6, 9, 9, 17, 17, 18, 20, 22},len_of_rod = 10;
int ans = rod_cut(prices, len_of_rod);
printf("%d",ans);
return 0;
}
#include<stdio.h>
#include<limits.h>
int max_of_two(int a, int b)
{
if(a > b)
return a;
return b;
}
int rod_cut(int *prices, int len)
{
int max_price = INT_MIN; // INT_MIN is the min value an integer can take
int i;
if(len <= 0 )
return 0;
for(i = 0; i < len; i++)
// subtract 1 because index starts from 0
max_price = max_of_two(max_price, prices[i] + rod_cut(prices,len - i - 1));
return max_price;
}
int main()
{
int prices[]={2, 5, 6, 9, 9, 17, 17, 18, 20, 22},len_of_rod = 10;
int ans = rod_cut(prices, len_of_rod);
printf("%d",ans);
return 0;
}64. The number of increasing subsequences with the longest length for the given sequence are:
{10, 9, 8, 7, 6, 5}
{10, 9, 8, 7, 6, 5}
65. What is the time complexity of the brute force algorithm used to find the length of the longest palindromic subsequence?
66. What is the time complexity of the following recursive implementation?
#include<stdio.h>
#include<limits.h>
int max_of_two(int a, int b)
{
if(a > b)
return a;
return b;
}
int rod_cut(int *prices, int len)
{
int max_price = INT_MIN; // INT_MIN is the min value an integer can take
int i;
if(len <= 0 )
return 0;
for(i = 0; i < len; i++)
// subtract 1 because index starts from 0
max_price = max_of_two(max_price, prices[i] + rod_cut(prices,len - i - 1));
return max_price;
}
int main()
{
int prices[]={2, 5, 6, 9, 9, 17, 17, 18, 20, 22},len_of_rod = 10;
int ans = rod_cut(prices, len_of_rod);
printf("%d",ans);
return 0;
}
#include<stdio.h>
#include<limits.h>
int max_of_two(int a, int b)
{
if(a > b)
return a;
return b;
}
int rod_cut(int *prices, int len)
{
int max_price = INT_MIN; // INT_MIN is the min value an integer can take
int i;
if(len <= 0 )
return 0;
for(i = 0; i < len; i++)
// subtract 1 because index starts from 0
max_price = max_of_two(max_price, prices[i] + rod_cut(prices,len - i - 1));
return max_price;
}
int main()
{
int prices[]={2, 5, 6, 9, 9, 17, 17, 18, 20, 22},len_of_rod = 10;
int ans = rod_cut(prices, len_of_rod);
printf("%d",ans);
return 0;
}67. Kadane's algorithm uses which of the following techniques?
68. What is the time complexity of the following dynamic programming implementation of the minimum number of insertions to form a palindrome problem?
#include<stdio.h>
#include<string.h>
int max(int a, int b)
{
if(a > b)
return a;
return b;
}
int min_ins(char *s)
{
int len = strlen(s), i, j;
int arr[len + 1][len + 1];
char rev[len + 1];
strcpy(rev, s);
strrev(rev);
for(i = 0;i <= len; i++)
arr[i][0] = 0;
for(i = 0; i <= len; i++)
arr[0][i] = 0;
for(i = 1; i <= len; i++)
{
for(j = 1; j <= len; j++)
{
if(s[i - 1] == rev[j - 1])
arr[i][j] = arr[i - 1][j - 1] + 1;
else
arr[i][j] = max(arr[i - 1][j], arr[i][j - 1]);
}
}
return len - arr[len][len];
}
int main()
{
char s[] = "abcda";
int ans = min_ins(s);
printf("%d",ans);
return 0;
}
#include<stdio.h>
#include<string.h>
int max(int a, int b)
{
if(a > b)
return a;
return b;
}
int min_ins(char *s)
{
int len = strlen(s), i, j;
int arr[len + 1][len + 1];
char rev[len + 1];
strcpy(rev, s);
strrev(rev);
for(i = 0;i <= len; i++)
arr[i][0] = 0;
for(i = 0; i <= len; i++)
arr[0][i] = 0;
for(i = 1; i <= len; i++)
{
for(j = 1; j <= len; j++)
{
if(s[i - 1] == rev[j - 1])
arr[i][j] = arr[i - 1][j - 1] + 1;
else
arr[i][j] = max(arr[i - 1][j], arr[i][j - 1]);
}
}
return len - arr[len][len];
}
int main()
{
char s[] = "abcda";
int ans = min_ins(s);
printf("%d",ans);
return 0;
}69. Find the maximum sub-array sum for the given elements.
{-2, -1, -3, -4, -1, -2, -1, -5, -4}
{-2, -1, -3, -4, -1, -2, -1, -5, -4}
70. What is the value stored in arr[2][3] when the following code is executed?
#include<stdio.h>
#include<string.h>
int max_num(int a, int b)
{
if(a > b)
return a;
return b;
}
int lcs(char *str1, char *str2)
{
int i,j,len1,len2;
len1 = strlen(str1);
len2 = strlen(str2);
int arr[len1 + 1][len2 + 1];
for(i = 0; i <= len1; i++)
arr[i][0] = 0;
for(i = 0; i <= len2; i++)
arr[0][i] = 0;
for(i = 1; i <= len1; i++)
{
for(j = 1; j <= len2; j++)
{
if(str1[i-1] == str2[j - 1])
arr[i][j] = 1 + arr[i - 1][j - 1];
else
arr[i][j] = max_num(arr[i - 1][j], arr[i][j - 1]);
}
}
return arr[len1][len2];
}
int main()
{
char str1[] = "hbcfgmnapq", str2[] = "cbhgrsfnmq";
int ans = lcs(str1,str2);
printf("%d",ans);
return 0;
}
#include<stdio.h>
#include<string.h>
int max_num(int a, int b)
{
if(a > b)
return a;
return b;
}
int lcs(char *str1, char *str2)
{
int i,j,len1,len2;
len1 = strlen(str1);
len2 = strlen(str2);
int arr[len1 + 1][len2 + 1];
for(i = 0; i <= len1; i++)
arr[i][0] = 0;
for(i = 0; i <= len2; i++)
arr[0][i] = 0;
for(i = 1; i <= len1; i++)
{
for(j = 1; j <= len2; j++)
{
if(str1[i-1] == str2[j - 1])
arr[i][j] = 1 + arr[i - 1][j - 1];
else
arr[i][j] = max_num(arr[i - 1][j], arr[i][j - 1]);
}
}
return arr[len1][len2];
}
int main()
{
char str1[] = "hbcfgmnapq", str2[] = "cbhgrsfnmq";
int ans = lcs(str1,str2);
printf("%d",ans);
return 0;
}Read More Section(Dynamic Programming in Data Structures)
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