Longest Substring Without Repeating Characters
To solve this coding challenge of finding the longest substring without repeating characters, we can use a sliding window approach. This challenge can be efficiently solved by using two pointers and a hash map (or dictionary) to keep track of the characters and their positions.
that does not contain any repeating characters. A sliding window is an effective method to achieve this, where we use two pointers (
and
) to represent the current window of characters being considered. By using a hash map, we store the most recent index of each character.
Here is a step-by-step method to solve the challenge:
Explanation
In this problem, we need to identify the longest substring within a given strings
left
right
- Initialize two pointers:
-
left
-
right
-
Initialize a dictionary (
char_position
-
Initialize a variable (
max_length
-
Iterate through the string using the
right
-
If the current character exists in the dictionary and its stored index is within the current window, move the
left
- Update the length of the longest substring, if the current window is larger.
- Update the dictionary with the current character's position.
- Return the longest length found.
Detailed Steps in Pseudocode
# Initialize the necessary variables
Initialize char_position as an empty dictionary # To store the last occurrence of characters
Initialize left as 0 # Starting index of the window
Initialize max_length as 0 # Maximum length of substring without repeating characters
# Iterate over the string with the end index representing the current character
For right from 0 to the length of the string (s):
# If the current character is already in the dictionary and is within the current window
If s[right] is in char_position and char_position[s[right]] >= left:
# Move the left pointer to the right of the last occurrence of the current character
left = char_position[s[right]] + 1
# Calculate the window size and update the maximum length if necessary
max_length = max(max_length, right - left + 1)
# Update the current character's position in the dictionary
char_position[s[right]] = right
# Return the maximum length of the substring found
Return max_length
Explanation of Key Points
- Initializing Dictionary : The dictionary is used to track the most recent positions where characters appeared.
- Updating Left Pointer : If a character repeats itself and is within the current window, the left pointer is moved just after its previous index to ensure that the substring within the window remains distinct.
- Updating Maximum Length : On every iteration, the size of the current window is checked and the maximum length is updated accordingly.
-
Final Return
: After looping through the string, the variable
max_length