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Largest Palindromic Number

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Updated 6/1/2025

Largest Palindromic Number

1. What is this problem about?

The Largest Palindromic Number coding problem involves taking a string of digits and rearranging them to form the largest possible palindrome. You don't have to use all the digits, but you want to maximize the value of the resulting palindrome. A palindrome reads the same forwards and backwards, and the largest number should not have leading zeros (unless the total result is "0").

2. Why is this asked in interviews?

This question is popular at Microsoft and Geico because it combines frequency counting with greedy construction. It tests if you can handle structural constraints (the palindrome property) while optimizing for numerical value. It also requires careful handling of edge cases, specifically the "leading zero" rule, which adds a layer of complexity to the basic palindrome construction.

3. Algorithmic pattern used

This problem follows the Hash Table, Counting, and Greedy interview pattern. First, count the frequency of each digit from 0-9. To form the outer parts of the palindrome, use pairs of digits in descending order (starting from 9 down to 0). To form the middle (the pivot), use the largest remaining digit that has at least one count left. Finally, combine the left half, the middle, and the reversed left half to get the final string.

4. Example explanation

Input digits: "4449471". Counts: {4:4, 9:1, 7:1, 1:1}.

  • Form pairs (descending):
    • Two 4's: "4...4"
    • Two 4's: "44...44"
  • Remaining: {9:1, 7:1, 1:1}.
  • Largest middle digit: 9.
  • Result: "44944".

If we had many 0's but no other pairs, we couldn't start with "00", so we'd just use the largest single digit as the middle.

5. Common mistakes candidates make

The most frequent error is including leading zeros (e.g., forming "090" from counts of 0:2 and 9:1). Another mistake is forgetting to use the largest single digit as the middle pivot. Some candidates also fail to realize that after using pairs of digits, any of the remaining digits can potentially be the middle character.

6. Interview preparation tip

When dealing with "Counting, Greedy interview pattern" problems, always consider the "placement" rules. For palindromes, symmetry is key. Use a frequency array (size 10 for digits) instead of a hash map to save space and keep the code clean. Always verify the leading zero constraint before finalizing your string construction.

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