Distinct Subsequences
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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.用中文简要描述题目:在一个母串中,找出子串的个数(母串中允许删减字母,但不许颠倒顺序得到的字符串)
Java代码如下:
private int solution(String S, String T) { if(S.length() < T.length() || T.length()*S.length() == 0) { return 0; } else if(S.equals(T)) { return 1; } int[] count = new int[T.length()]; for(int indexS = 0; indexS < S.length(); indexS++) { char tempS = S.charAt(indexS); for(int indexT = Math.min(indexS, T.length()-1); indexT >= 0;indexT--) { if(tempS == T.charAt(indexT)) { if(indexT == 0) { count[indexT] += 1; } else { count[indexT] += count[indexT-1]; } } } } return count[T.length()-1];}
思路:
- 子串的个数决定于相同字符的取法?在特定范围内取法研究,比如在S = “rabbbit”, T = “rabbit”,T中的T.charAt(2,4)-“bb”,对应S中的S.charAt(2,5)-“bbb”,那么问题就可以归结为组合数问题C(3,2)
- 组合数有如下特点:
1 (n = 0)
1 1 (n = 1)
1 2 1 (n = 2)
1 3 3 1 (n = 3)
1 4 6 4 1 (n = 4)
1 5 10 5 1 (n = 5)
特点为:C(1, 1) = 1, C(n, 0) = 1, C(n, m) = C(n-1, m) + C(n-1, m-1) - 如果我们把上例中的结果用count[]数组来存,那么由于index0也有可能是组合数之一,所以count[0] += 1;(i>0)时,有count[i] += count[i-1]!
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