Repeated Substring Pattern

To solve this coding challenge, you need to determine whether a given string \( s \) can be generated by repeating a substring of itself multiple times. Let's break this down step-by-step and provide a detailed explanation followed by pseudocode.

Explanation

  1. Problem Understanding :
    • We are given a string \( s \).
    • We need to check if this string can be constructed by taking a substring of it and concatenating multiple copies of this substring.
  2. Example Analysis :
    • For the input "abab": If we take the substring "ab" and repeat it twice, we get the original string. Hence, the output will be
      true
      .
    • For the input "aba": No substring, when repeated, can recreate "aba". Hence, the output will be
      false
      .
    • For the input "abcabcabcabc": Both "abc" (repeated four times) and "abcabc" (repeated twice) can recreate the original string. Hence, the output will be
      true
      .
  3. Efficient approach :
    • A direct way to check for the repeated substring pattern involves manipulating the string in such a manner that we can directly find repetitions.
    • If we concatenate the string with itself (let's call this new string
      s_new
      ), we can identify a repeated pattern if the original string (excluding its first and last characters) exists within this new concatenated string.
    • This method works because if \( s \) can be created by repeating a substring, then doubling \( s \) and removing the first and last characters should still contain \( s \) within it.

    Detailed Steps in Pseudocode

  4. Concatenate the string with itself :
    • Let's create a new string that is the original string
      s
      concatenated with itself, resulting in
      s_new
      .
  5. Remove the first and last character from
    s_new
    :
    • By removing the first and last character from
      s_new
      , we search for the original string
      s
      in this modified
      s_new
      .
  6. Check if the original string exists in this modified string :
    • If the original string
      s
      is found in this modified doubled string, it indicates that the original string can be built by repeating a substring.
Here is the pseudocode reflecting this logic with detailed comments:
                                            
// Function to determine if string s can be constructed by repeating a substring
function repeatedSubstringPattern(original_string):
    // Step 1: Concatenate the string with itself 
    doubled_string = original_string + original_string
    
    // Step 2: Remove the first and last character from the doubled string
    modified_doubled_string = doubled_string[1:-1]
    
    // Step 3: Check if the original string exists in the modified doubled string
    if original_string is in modified_doubled_string:
        return true  // The original string can be constructed by repeating a substring
    else:
        return false  // The original string cannot be constructed by repeating a substring

// Let's test the function with the given examples
print(repeatedSubstringPattern("abab"))  // Expected output: true
print(repeatedSubstringPattern("aba"))   // Expected output: false
print(repeatedSubstringPattern("abcabcabcabc"))  // Expected output: true

                                        
In summary, this approach provides an effective and efficient way to determine if a string is made up by repeating a substring pattern, leveraging string manipulation and simple checks for substring existence. Each step is designed to keep the complexity manageable even for longer strings.