Given a string S and a string T, count the number of distinct subsequences of T in S.
A subsequence of a string is a new string which is formed from the original string by deleting some (can be none) of the characters without disturbing the relative positions of the remaining characters. (ie,
"ACE"
is a subsequence of "ABCDE"
while "AEC"
is not).
Here is an example:
S =
S =
"rabbbit"
, T = "rabbit"
Return
3
.
Solution 1: Use DP, two cases: (1) c[i]==c[j]; (2) c[i]!=c[j];
public class Solution {
public int numDistinct(String s, String t) {
int m=s.length();
int n=t.length();
int[][] dp=new int[m+1][n+1];
for (int i=0; i<=m; i++) {
for (int j=0; j<=n; j++) {
if (j==0) dp[i][j]=1;
else if (i==0) dp[i][j]=0;
else if (s.charAt(i-1)==t.charAt(j-1)) dp[i][j]=dp[i-1][j]+dp[i-1][j-1];
else dp[i][j]=dp[i-1][j];
}
}
return dp[m][n];
}
}
Solution 2: optimize space to O(n)
public class Solution {
public int numDistinct(String s, String t) {
int m=s.length();
int n=t.length();
int[] dp=new int[n+1];
for (int i=0; i<=m; i++) {
int pre=0;
for (int j=0; j<=n; j++) {
int temp=dp[j];
if (j==0) dp[j]=1;
else if (i==0) dp[j]=0;
else if (s.charAt(i-1)==t.charAt(j-1)) dp[j]=dp[j]+pre;
//else dp[j]=dp[j];
pre=temp;
}
}
return dp[n];
}
}
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