Brute force approach:
TC: O(N^2), SC: O(256) which is constant
Note: This will lead to TLE
class Solution {
public String minWindow(String s, String t) {
int min = Integer.MAX_VALUE;
int start =-1;
int end = -1;
//generating all possible substrings and returning the smallest substring having
//all the character of string t
for(int i =0;i<s.length();i++){
int arr[] = new int[256]; // all the asci characters
//initialize arr with count of character in t
for(int k =0;k<t.length();k++){
arr[t.charAt(k)]++;
}
int count =0;
for(int j =i;j<s.length();j++){
// if character at j in s is also present in t, increase count
if(arr[s.charAt(j)] >0){
count++;
}
arr[s.charAt(j)]--;//decrease the frequency of s.charAt(j) by 1 in arr
if(count ==t.length()){// if count == length of t we have found one potential substring
if(min> j-i+1){
min = j-i +1;
start = i;
end = j;
}
break;// break out as there is no need to propagate further in the current iteration
}
}
}
if(start ==-1 || end ==-1) return "";// if not found
return s.substring(start,end+1);// else
}
}
Optimal approach:
TC: O(n) , SC:O(256) wich is constant
// this intuition will require solving such problems as much as possible
class Solution {
public String minWindow(String s, String t) {
int left=0,right=0;
int min = Integer.MAX_VALUE;
int count =0;
int arr[] = new int[256]; // has table for keeping count of characters
// keeping track of start and end index
int start =-1;
int end = -1;
for(int i=0;i<t.length();i++){
arr[t.charAt(i)]++;
}
while(right<s.length()){
char c = s.charAt(right);
if(arr[c]>0){ // if the character is part of t, then increment count
count++;
}
arr[c]--;// decrease the count of the character in the hash table once it is taken into consideration
while(count ==t.length()){ // if count == t.size() we have found a potential window
if(min > right-left+1){
min = right-left+1;
//update the start and end accordingly
start = left;
end = right;
}
arr[s.charAt(left)]++;//since we are removing this character from window and increasing the left pointer to point to next character after this, there will be one less
//character that is not part of the t
if(arr[s.charAt(left)]>0){ // if after doing +1 for arr[s.charAt(left)] character, if it become positive then it will mean that this was part of t, and now we will have to look for this character in the next window
count--; // since this was part of t, then count should decrement by 1
}
left++;
}
right++;
}
if(start ==-1 || end ==-1) return "";
return s.substring(start,end+1);
}
}
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