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The following code attempts to generate all permutations of n elements using bitmask DP with iterative tabulation. Identify the line containing the subtle bug that causes dp[(1 to remain empty.

medium🐞 Bug Identification Q14 of Q15
Bit Manipulation - Generate All Permutations Using Bitmask DP
The following code attempts to generate all permutations of n elements using bitmask DP with iterative tabulation. Identify the line containing the subtle bug that causes dp[(1 << n) - 1] to remain empty.

def generate_permutations_iterative(n):
    dp = [[] for _ in range(1 << n)]
    # Missing initialization of dp[0]
    for mask in range(1 << n):
        for i in range(n):
            if not (mask & (1 << i)):
                for perm in dp[mask]:
                    dp[mask | (1 << i)].append(perm + [i])
    return dp[(1 << n) - 1]
ALine 2: dp initialization with empty lists
BLine 7: Incorrect bitmask check condition
CLine 5: Incorrect mask iteration range
DLine 3: Missing dp[0] = [[]] initialization
Step-by-Step Solution
  1. Step 1: Check base case initialization

    dp[0] must be initialized to contain an empty permutation to start building others.
  2. Step 2: Identify impact of missing dp[0] initialization

    Without dp[0] = [[]], dp[mask] lists remain empty, so no permutations are generated.
  3. Final Answer:

    Option D -> Option D
  4. Quick Check:

    Adding dp[0] = [[]] fixes the empty result issue [OK]
Quick Trick: dp[0] must be initialized to start building permutations [OK]
Common Mistakes:
MISTAKES
  • Forgetting to initialize dp[0]
  • Misunderstanding bitmask iteration order
Trap Explanation:
PITFALL
  • The code looks correct except for missing base case, which silently causes empty output.
Interviewer Note:
CONTEXT
  • Tests if candidate can spot subtle initialization bugs in DP code.
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