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Which approach correctly adapts the algorithm?

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Greedy Algorithms - Monotone Increasing Digits
Suppose the problem is modified: instead of finding the largest monotone increasing digits number ≤ n, you want the largest monotone increasing digits number ≤ n that can reuse digits any number of times (digits can be repeated arbitrarily). Which approach correctly adapts the algorithm?
AUse the original greedy algorithm but allow digits after marker to be any digit less than or equal to the digit at marker-1
BSort the digits of n and build the largest monotone number by repeating the smallest digit as many times as needed
CUse a backtracking approach to generate all monotone numbers with digits ≤ those in n, allowing reuse, and pick the largest ≤ n
DModify the greedy algorithm to decrement digits and set trailing digits to the digit at marker-1 instead of 9
Step-by-Step Solution
Solution:
  1. Step 1: Understand digit reuse changes problem nature

    Allowing reuse means digits can be repeated arbitrarily, so greedy digit decrement and trailing 9 assignment no longer guarantee largest monotone number ≤ n.
  2. Step 2: Backtracking enumerates all monotone numbers with digit reuse

    Backtracking can generate all monotone numbers with digits ≤ those in n, allowing reuse, then pick the largest ≤ n.
  3. Step 3: Other options fail to handle reuse or produce incorrect numbers

    Sorting digits or modifying trailing digits to marker-1 digit does not guarantee largest monotone number with reuse.
  4. Final Answer:

    Option C -> Option C
  5. Quick Check:

    Backtracking correctly handles reuse and monotonicity constraints [OK]
Quick Trick: Digit reuse breaks greedy; backtracking needed for correctness [OK]
Common Mistakes:
MISTAKES
  • Trying to adapt greedy without full enumeration
  • Assuming trailing digits can be set to 9 or marker digit
  • Ignoring exponential complexity of reuse
Trap Explanation:
PITFALL
  • Greedy looks adaptable but fails with reuse; backtracking is the correct but costlier approach.
Interviewer Note:
CONTEXT
  • Tests candidate's ability to identify when greedy breaks and to propose correct alternative.
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