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  • leetcode -- Distinct Subsequences

    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 = "rabbbit"T = "rabbit"

    Return 3.

    [解题思路]

     DP: let F(i, j) denote the number of ways for S[0]…S[i] contain T[0]..T[j], Then F(n-1, m-1) is our answer and we have
    if(S[i] != T[j])  F(i, j) = F(i-1, j);
    if(S[i] == T[j]) F(i, j) = F(i-1, j-1) + F(i-1, j);

    如果当前字符相同,那有两种可能,用到和不用到这个字符,所以这两种情况加起来。
    如果不同,那只能等于用不了这个字符的情况。

     1 public class Solution {
     2     public int numDistinct(String S, String T) {
     3         // Start typing your Java solution below
     4         // DO NOT write main() function
     5         if(S == null || S.length() == 0){
     6             return 0;
     7         }
     8         
     9         if(T == null || T.length() == 0){
    10             return 1;
    11         }
    12         
    13         int sLen = S.length(), tLen = T.length();
    14         if(sLen < tLen){
    15             return 0;
    16         }
    17         
    18         int[][] dp = new int[sLen + 1][tLen + 1];
    19         for(int i = 0; i < sLen + 1; i++){
    20             dp[i][0] = 1;
    21         }
    22         
    23         for(int i = 1; i < tLen + 1; i++){
    24             dp[0][i] = 0;
    25         }
    26         
    27         for(int i = 1; i < sLen + 1; i++){
    28             for(int j = 1; j < tLen + 1; j++){
    29                 if(S.charAt(i - 1) == T.charAt(j - 1)){
    30                     dp[i][j] = dp[i - 1][j - 1] + dp[i - 1][j];
    31                 } else {
    32                     dp[i][j] = dp[i - 1][j];
    33                 }
    34             }
    35         }
    36         
    37         return dp[sLen][tLen];
    38     }
    39 }
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  • 原文地址:https://www.cnblogs.com/feiling/p/3308714.html
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