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Which approach best handles this variant?

hard🎤 Interviewer Follow-up Q10 of Q15
Tree: Depth-First Search - Binary Tree Maximum Path Sum
Suppose the problem is modified so that the maximum path sum must be computed in a binary tree where edges have weights (instead of nodes), and the path can start and end at any node. Which approach best handles this variant?
AUse the same node-based recursive postorder DFS, summing node values.
BConvert edge weights to node weights by assigning edge weight to child node and apply standard max path sum.
CUse breadth-first search to find maximum weighted path.
DModify DFS to compute max gain based on edge weights, tracking gains along edges rather than nodes.
Step-by-Step Solution
Solution:
  1. Step 1: Understand problem change

    Edge weights replace node values, so path sums depend on edges, not nodes.
  2. Step 2: Evaluate approaches

    Node-based DFS summing node values is invalid; converting edge weights to nodes is ambiguous; BFS or DFS on edges with tracking is needed.
  3. Step 3: Choose best approach

    BFS or DFS adapted to edge weights can find max weighted path; standard node-based recursion won't work directly.
  4. Final Answer:

    Option C -> Option C
  5. Quick Check:

    Edge-weighted path sums require edge-focused traversal [OK]
Quick Trick: Edge weights require edge-based traversal, not node sums [OK]
Common Mistakes:
MISTAKES
  • Applying node-based DFS unchanged
  • Trying to assign edge weights to nodes incorrectly
  • Ignoring edge weights in path sum
Trap Explanation:
PITFALL
  • Candidates often try to reuse node-based solutions without adapting to edge weights, leading to incorrect results.
Interviewer Note:
CONTEXT
  • Tests ability to adapt solution to problem variants with edge weights.
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