I am trying to write a DP solution for the problem: count total number of sub-sequences possible of an array whose elements’ sum is divisible by k.
I have written the following solution. But it is not giving the correct result. Like in the following code snippet, the array is {1, 2, 1} and k = 3. So expected total number of sub sequences divisible by 3 is 2, but the actual result is 3 which is clearly incorrect.
Please point out my mistake.
JavaScript
x
private int countDP(int[] a, int k)
{
int L = a.length;
int[][] DP = new int[L][k];
for(int i = 0; i < DP.length; i++)
{
for(int j = 0; j < DP[0].length; j++)
DP[i][j] = -1;
}
int res = _countDP(a, k, DP, 0, 0);
return res;
}
private int _countDP(int[] a, int k, int[][] DP, int idx, int m) //Not giving the correct result.
{
if(idx == a.length)
return m == 0 ? 1 : 0;
if(DP[idx][m] != -1)
return DP[idx][m];
int ans = 0;
ans = _countDP(a, k, DP, idx + 1, m);
ans += _countDP(a, k, DP, idx + 1, (m + a[idx]) % k);
return DP[idx][m] = ans;
}
public static void main(String[] args)
{
CountSubnsequences cs = new CountSubnsequences();
int[] a = {1, 2, 1};
int k = 3;
int total1 = cs.countDP(a, k);
System.out.println("Total numeber of sub sequences: " + total1);
}
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Answer
Let s
denote a sequence of length N
, and K
be a given divisor.
dp[i][j]
= the number of subsequences of s[0..i]
with remainder equal to j
. We will compute dp
for all 0 <= i < N
and 0 <= j < K
.
JavaScript
dp[i][j] = 0 for all (i, j)
dp[0][0] += 1
dp[0][s[0] mod K] += 1
for i = 1 .. N - 1
for j = 0 .. K - 1
dp[i][j] = dp[i - 1][j]
for j = 0 .. K - 1
dp[i][(j + s[i]) mod K] += dp[i - 1][j]
The result is dp[N - 1][0]