題目

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.

思路1

開始非常easy想到深搜，通過flags數組做標記位。得到子串的個數
代碼：
import java.util.Scanner;public class DistinctSubsequences {private static int disNum = 0;public static int numDistinct(String S, String T) {int[] flags = new int[S.length()];int num = 0;dfs(num, flags, 0, 0, S, T);return disNum;}public static void dfs(int num, int[] flags, int indexS, int indexT, String S, String T) {if (num == T.length()) {disNum++;} else {for (int i = indexS; i < S.length(); i ++) { if (S.charAt(i) == T.charAt(indexT) && flags[i] == 0) {flags[i] = 1;num++;dfs(num, flags, i + 1, indexT + 1, S, T);flags[i] = 0;num--;}}}}public static void main(String[] args) {Scanner cin = new Scanner(System.in);while (cin.hasNext()) {String S = cin.nextLine();String T = cin.nextLine();disNum = 0;int res = numDistinct(S, T);System.out.println(res);}cin.close();} }
可是在大集合的時候 Time Limit Exceeded

思路2

既然簡單的深搜超時，僅僅能考慮略微復雜一點的DP了。

能夠參考動態規劃經典的樣例。最長公共子序列。

這里我採用二維數組int[][] dp來記錄匹配子序列的個數，則狀態方程為：
dp[0][0] = 1, T和S均為空串 dp[0][1..S.length() - 1] = 1, T為空串，S僅僅有一種子序列匹配 dp[1..T.length() - 1][0] = 0, S為空串 dp[i][j] = dp[i][j - 1] + (T[i - 1] == S[j - 1] ? dp[i - 1][j - 1] : 0)
代碼：
public class Solution {public static int numDistinct(String S, String T) {if (S == null || S.length() == 0) {return 0;}int[][] dp = new int[T.length() + 1][S.length() + 1];dp[0][0] = 1;for (int i = 1; i <= S.length(); i++) {dp[0][i] = 1;}for (int i = 1; i <= T.length(); i++) {dp[i][0] = 0;}for (int i = 1; i <= T.length(); i++) {for (int j = 1; j <= S.length(); j++) {if (T.charAt(i - 1) == S.charAt(j - 1)) {dp[i][j] = dp[i][j - 1] + dp[i - 1][j - 1];} else {dp[i][j] = dp[i][j - 1];}}}return dp[T.length()][S.length()];}}

轉載于:https://www.cnblogs.com/yangykaifa/p/6903810.html

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