You are given an array arr={1, -2,3,4,5,6}. What is the output of the following pseudocode?void fun(int arr[],int n){ int dp[n] for(int i=0;i<n;i++)dp[i]=0 dp[0]=arr[0] int ans=max(0,arr[0]); for(int i=1;i<n;i++){ dp[i]=Max(dp[i-1]+arr[i],arr[i]) ans=max(ans,dp[i]) } print(ans);}fun(arr,6) output is ?
Question
You are given an array arr={1, -2,3,4,5,6}. What is the output of the following pseudocode?void fun(int arr[],int n){ int dp[n] for(int i=0;i<n;i++)dp[i]=0 dp[0]=arr[0] int ans=max(0,arr[0]); for(int i=1;i<n;i++){ dp[i]=Max(dp[i-1]+arr[i],arr[i]) ans=max(ans,dp[i]) } print(ans);}fun(arr,6) output is ?
Solution
The pseudocode provided is a dynamic programming solution for finding the maximum subarray sum in an array. The function fun takes an array arr and its size n as input.
Here's a step-by-step explanation of the pseudocode:
-
An array
dpof sizenis initialized with all elements as 0. This array will store the maximum subarray sum ending at each index of the arrayarr. -
The first element of
dpis set to the first element ofarr, andansis initialized as the maximum of 0 and the first element ofarr. This is because the maximum subarray sum ending at the first index is the first element itself. -
Then, for each element in
arrfrom the second element to the last, the maximum subarray sum ending at that index is calculated as the maximum of the sum of the maximum subarray sum ending at the previous index and the current element, and the current element itself. This is stored indp[i]. -
ansis updated as the maximum ofansanddp[i]for eachi. -
Finally,
ansis printed, which is the maximum subarray sum inarr.
Now, let's calculate the output for the given array arr={1, -2,3,4,5,6}:
- For
i=0,dp[0]=arr[0]=1andans=1. - For
i=1,dp[1]=Max(dp[0]+arr[1],arr[1])=Max(1-2,-2)=-1andans=Max(ans,dp[1])=Max(1,-1)=1. - For
i=2,dp[2]=Max(dp[1]+arr[2],arr[2])=Max(-1+3,3)=3andans=Max(ans,dp[2])=Max(1,3)=3. - For
i=3,dp[3]=Max(dp[2]+arr[3],arr[3])=Max(3+4,4)=7andans=Max(ans,dp[3])=Max(3,7)=7. - For
i=4,dp[4]=Max(dp[3]+arr[4],arr[4])=Max(7+5,5)=12andans=Max(ans,dp[4])=Max(7,12)=12. - For
i=5,dp[5]=Max(dp[4]+arr[5],arr[5])=Max(12+6,6)=18andans=Max(ans,dp[5])=Max(12,18)=18.
So, the output of fun(arr,6) is 18.
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