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What is the space complexity of the backtracking solution for letter case permutation on a string of length n with k letters?

medium🪤 Complexity Trap Q6 of Q15
Subsets & Combinations - Letter Case Permutation
What is the space complexity of the backtracking solution for letter case permutation on a string of length n with k letters?
AO(2^k * n) only for output storage
BO(2^k * n) output storage plus O(n) recursion stack
CO(k) recursion stack only
DO(n) recursion stack plus O(2^k * n) output storage
Step-by-Step Solution
Solution:
  1. Step 1: Recursion stack depth

    Maximum recursion depth is n (string length), so O(n) stack space.
  2. Step 2: Output storage

    There are 2^k outputs, each of length n -> O(2^k * n) space.
  3. Step 3: Total space complexity

    Dominated by output storage plus recursion stack -> O(2^k * n) plus O(n) stack.
  4. Final Answer:

    Option B -> Option B
  5. Quick Check:

    Output storage dominates space, recursion stack adds O(n) [OK]
Quick Trick: Output storage dominates space complexity [OK]
Common Mistakes:
MISTAKES
  • Ignoring recursion stack
  • Underestimating output storage
Trap Explanation:
PITFALL
  • Candidates forget recursion stack or only count output space.
Interviewer Note:
CONTEXT
  • Tests understanding of auxiliary space and output storage
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