Minimum Window Substring

本文介绍了一种在字符串S中寻找包含字符串T所有字符的最短子串的算法,复杂度为O(n)。通过使用哈希表跟踪目标字符及其出现次数,实现高效查找。

Given a string S and a string T, find the minimum window in S which will contain all the characters in T in complexity O(n).

For example,
S = "ADOBECODEBANC"
T = "ABC"

Minimum window is "BANC".

Note:
If there is no such window in S that covers all characters in T, return the emtpy string "".

If there are multiple such windows, you are guaranteed that there will always be only one unique minimum window in S.

 

 1 public class Solution {
 2     public String minWindow(String S, String T) {
 3         // Start typing your Java solution below
 4         // DO NOT write main() function
 5         if(S == null || S.length() == 0 || T == null || T.length() == 0) return "";
 6         HashMap<Integer, Integer> map = new HashMap<Integer, Integer>();
 7         int head = 0, tail = 0;
 8         int min = S.length() + 1;
 9         String result = "";
10         int appeared = 0;
11         HashMap<Integer, Integer> t = new HashMap<Integer, Integer>();
12         for(int i = 0; i < T.length(); i ++){
13             int c = (int)T.charAt(i);
14             if(!t.containsKey(c)) t.put(c, 1);
15             else t.put(c, t.get(c) + 1);
16         }
17         for(tail = 0; tail < S.length(); tail ++){
18             int indexx = (int)S.charAt(tail);
19             if(t.containsKey(indexx)){
20                 if(map.containsKey(indexx)){
21                     map.put(indexx, map.get(indexx) + 1);
22                     if(map.get(indexx) <= t.get(indexx)) appeared ++;
23                 }else{
24                     appeared ++;
25                     map.put(indexx, 1);
26                 }
27                 if(appeared == T.length()){
28                     while(head <= tail){
29                         int index = (int)S.charAt(head);
30                         if(t.containsKey(index)){
31                             if(map.get(index) == t.get(index)){
32                                 map.put(index, map.get(index) - 1);
33                                 appeared --;
34                                 int cur = tail - head;
35                                 if(min > cur){
36                                     min = cur;
37                                     result = S.substring(head, tail + 1);
38                                 }
39                                 head ++;
40                                 break;
41                             }else if(map.get(index) > t.get(index)){
42                                 map.put(index, map.get(index) - 1);
43                             }
44                         }
45                         head ++;
46                     }
47                 }
48             }
49         }
50         return result;
51     }
52 }

 也可以在循环的时候只存左右两个index,而不存string, 以speed up。

 1 public String minWindow(String S, String T) {
 2         // Start typing your Java solution below
 3         // DO NOT write main() function
 4         if(S==null || T==null) return "";
 5         Map<Character,Integer> total = new HashMap<Character,Integer>();
 6         for(int i=0;i<T.length();i++){
 7             char c = T.charAt(i);
 8             if(total.containsKey(c))
 9                 total.put(c,total.get(c)+1);
10             else
11                 total.put(c,1);
12         } 
13         
14         Map<Character,Integer> covered = new HashMap<Character,Integer>();
15         int start=0,
16             end=-1,
17             cur1=0,
18             cur2=0,
19             count=0;
20 
21         while(cur1<S.length() && cur2<S.length()){
22             while(cur1<S.length() && !total.containsKey(S.charAt(cur1))) 
23                 cur1++;
24                 
25             if(cur1<S.length()){
26                 if(cur2<cur1) cur2=cur1;
27                 
28                 if(count<T.length()){
29                     while(cur2<S.length() && !total.containsKey(S.charAt(cur2))) 
30                         cur2++;
31                     if(cur2<S.length()){
32                         char c = S.charAt(cur2);   
33                         if(!covered.containsKey(c) ){
34                             covered.put(c,1);
35                             count++;
36                         }else{                        
37                             if(covered.get(c)<total.get(c)) 
38                                 count++;
39                             covered.put(c,covered.get(c)+1);
40                         } 
41                         if(count<T.length()) cur2++;
42                     }
43                 }else{
44                     if(start>end || end-start>cur2-cur1){
45                         end=cur2;
46                         start=cur1;
47                     }
48                     char c = S.charAt(cur1);
49                     covered.put(c,covered.get(c)-1);
50                     cur1++;
51                     if(covered.get(c)<total.get(c)){
52                          count--;
53                          cur2++;
54                     }
55                 }
56             }
57         }
58         return  S.substring(start,end+1);
59     }

 

 1 class Solution {
 2 public:
 3     string minWindow(string S, string T) {
 4         // Start typing your C/C++ solution below
 5         // DO NOT write int main() function
 6         int markT[300];
 7         int count[300];
 8         for (int i=0; i<300; i++)
 9             markT[i] = count[i] = 0;
10         int totnum=0, curnum=0;
11         for (int i=0; i<T.length(); i++){
12             if ( markT[T[i]]==0 ) totnum++;            
13             markT[T[i]]++;
14         }
15         string ret="";
16         for (int i=0, j=0; j<S.length(); j++ ){
17             if ( markT[S[j]] ){
18                 count[S[j]]++;
19                 if ( count[S[j]]==markT[S[j]] ) curnum++;
20             }
21             while ( i<=j && curnum==totnum ){
22                 if ( ret=="" || j-i+1<ret.length() )
23                     ret = S.substr( i, j-i+1 );
24                 if ( markT[S[i]] ){
25                     if ( count[S[i]]==markT[S[i]] ) curnum--;
26                     count[S[i]]--;
27                 }
28                 i++;
29             }
30         }
31         return ret;
32     }
33 };

 

转载于:https://www.cnblogs.com/reynold-lei/p/3411913.html

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