3403. Find the Lexicographically Largest String From the Box I

[mah-shamim]

Topics: Two Pointers, String, Enumeration

You are given a string word, and an integer numFriends.

Alice is organizing a game for her numFriends friends. There are multiple rounds in the game, where in each round:

• word is split into numFriends non-empty strings, such that no previous round has had the exact same split.
• All the split words are put into a box.

Find the lexicographically largest¹ string from the box after all the rounds are finished.

Example 1:

• Input: word = "dbca", numFriends = 2
• Output: "dbc"
• Explanation: All possible splits are:
  • "d" and "bca".
  • "db" and "ca".
  • "dbc" and "a".

Example 2:

• Input: word = "gggg", numFriends = 4
• Output: "g"
• Explanation: The only possible split is: "g", "g", "g", and "g".

Example 3:

• Input: word = "gh", numFriends = 1
• Output: "gh"

Example 4:

• Input: word = "cgwzebexlahnfqsetbeaybmfdzywpvehjybpwiotnciddjonfi", numFriends = 21
• Output: "zywpvehjybpwiotnciddjonfi"

Constraints:

• 1 <= word.length <= 5 * 103
• word consists only of lowercase English letters.
• 1 <= numFriends <= word.length

Hint:

1. Find lexicographically largest substring of size n - numFriends + 1 or less starting at every index.

Footnotes

1. Lexicographically Smaller : A string a is lexicographically smaller than a string b if in the first position where a and b differ, string a has a letter that appears earlier in the alphabet than the corresponding letter in b.
   If the first min(a.length, b.length) characters do not differ, then the shorter string is the lexicographically smaller one. ↩

[mah-shamim]

We need to find the lexicographically largest string from a box that contains all possible non-empty substrings obtained by splitting the given string into numFriends non-empty contiguous parts in all distinct ways. The key insight is recognizing that the lexicographically largest string in the box must be a contiguous substring of the original string with a maximum length of n - numFriends + 1, where n is the length of the string.

Approach

1. Special Case Handling for Single Friend: If numFriends is 1, the only possible split is the entire string itself, so we directly return the entire string.
2. Determine Maximum Length: For other cases, calculate the maximum possible length of any substring in the box, which is n - numFriends + 1.
3. Iterate Over All Possible Substrings: For each starting index in the string, consider the substring starting at that index with a length up to the minimum of the remaining characters from that index and the maximum length calculated.
4. Track the Lexicographically Largest Substring: Compare each candidate substring with the current largest substring found, updating the largest substring whenever a lexicographically larger one is encountered. This comparison is done efficiently by comparing character by character to avoid unnecessary substring extractions.

Let's implement this solution in PHP: 3403. Find the Lexicographically Largest String From the Box I

<?php
/**
 * @param String $word
 * @param Integer $numFriends
 * @return String
 */
function answerString($word, $numFriends) {
    $n = strlen($word);
    if ($numFriends == 1) {
        return $word;
    }
    $maxLen = $n - $numFriends + 1;
    $candidate_start = 0;
    $candidate_len = min($maxLen, $n);

    for ($i = 1; $i < $n; $i++) {
        $len = min($maxLen, $n - $i);
        $min_len = min($len, $candidate_len);
        $j = 0;
        while ($j < $min_len) {
            if ($word[$i + $j] != $word[$candidate_start + $j]) {
                break;
            }
            $j++;
        }
        if ($j < $min_len) {
            if ($word[$i + $j] > $word[$candidate_start + $j]) {
                $candidate_start = $i;
                $candidate_len = $len;
            }
        } else {
            if ($len > $candidate_len) {
                $candidate_start = $i;
                $candidate_len = $len;
            }
        }
    }
    return substr($word, $candidate_start, $candidate_len);
}

// Example Test Cases
// Test Case 1
echo answerString("dbca", 2) . "\n"; // Output: "dbc"

// Test Case 2
echo answerString("gggg", 4) . "\n"; // Output: "g"

// Test Case 3
echo answerString("gh", 1) . "\n";   // Output: "gh"

// Test Case 4
echo answerString("cgwzebexlahnfqsetbeaybmfdzywpvehjybpwiotnciddjonfi", 21) . "\n"; // Output: "zywpvehjybpwiotnciddjonfi"
?>

Explanation:

1. Special Case Handling: If there's only one friend, the entire string is the only possible substring in the box, so it is returned immediately.
2. Maximum Length Calculation: The maximum length of any substring in the box is derived from the formula n - numFriends + 1, ensuring the remaining parts of the string can be split into numFriends - 1 non-empty substrings.
3. Substring Comparison: For each starting index, the algorithm checks the substring of length up to maxLen or the remaining characters. The comparison with the current largest substring is done character by character:
   • If a differing character is found, the substring with the higher character becomes the new candidate.
   • If one substring is a prefix of the other, the longer substring is chosen.
4. Efficiency: By comparing characters directly and only storing the start index and length of the candidate substring, the algorithm efficiently avoids repeated substring extraction, optimizing both time and space complexity.

This approach ensures that we efficiently find the lexicographically largest substring by leveraging direct character comparisons and optimal substring length constraints. The algorithm efficiently handles the worst-case scenarios with a time complexity of O(n^2), which is feasible given the problem constraints.

[kovatz]

Thanks for solving the problem of "Find the Lexicographically Largest String From the Box I"

[mah-shamim]

Thanks