What is the time complexity of post-order traversal of a binary tree?

Practice Questions

Q1
What is the time complexity of post-order traversal of a binary tree?
  1. O(n)
  2. O(log n)
  3. O(n log n)
  4. O(1)

Questions & Step-by-Step Solutions

What is the time complexity of post-order traversal of a binary tree?
  • Step 1: Understand what post-order traversal means. In post-order traversal, we visit the left subtree, then the right subtree, and finally the root node.
  • Step 2: Recognize that a binary tree consists of nodes. Each node can be visited during the traversal.
  • Step 3: Realize that during post-order traversal, we visit each node exactly once.
  • Step 4: Count the total number of nodes in the binary tree, which we denote as 'n'.
  • Step 5: Since we visit each of the 'n' nodes once, the total time taken for the traversal is proportional to 'n'.
  • Step 6: Conclude that the time complexity of post-order traversal is O(n).
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