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Consider two approaches to solve Path Sum: (1) recursive DFS with early stopping, (2) iterative DFS using a stack. When is the iterative approach preferable?

hard⚖️ Approach Comparison Q8 of Q15
Tree: Depth-First Search - Path Sum
Consider two approaches to solve Path Sum: (1) recursive DFS with early stopping, (2) iterative DFS using a stack. When is the iterative approach preferable?
AWhen recursion depth is small and stack overhead is negligible
BWhen the tree is very shallow and balanced
CWhen the tree is very deep and recursion stack may cause overflow
DWhen targetSum is very large
Step-by-Step Solution
Solution:
  1. Step 1: Compare recursion vs iteration

    Recursive DFS uses call stack which can overflow on deep trees.
  2. Step 2: Identify when iterative DFS is better

    Iterative DFS avoids recursion stack overflow, preferable for very deep trees.
  3. Final Answer:

    Option C -> Option C
  4. Quick Check:

    Deep trees -> iterative DFS safer [OK]
Quick Trick: Deep recursion -> prefer iterative DFS [OK]
Common Mistakes:
MISTAKES
  • Assuming recursion always better
  • Ignoring stack overflow risk
Trap Explanation:
PITFALL
  • Candidates often overlook recursion depth limits and stack overflow risks.
Interviewer Note:
CONTEXT
  • Tests tradeoff reasoning between recursion and iteration.
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