Pre-order Tree Traversal - Iterative and Recursive

Posted by on Mar 31, 2024

Given a binary tree, the task is to write an iterative and recursive solution to perform pre-order traversal on it.

Example 1: Print pre-order traversal of a Binary Tree

Input:

Output: 1, 7, 2, 6, 5, 11, 9, 9, 5


Solutions

Method 1: Iteration

The pre-order traversal of a binary tree can also be performed iteratively using a Stack. Following is a simple stack-based iterative algorithm to perform pre-order traversal:
s -> empty stack
while(not s.empty())
	node -> s.pop()
	visit(node)
	if(node.right != null)
		s.push(node.right)
	if(node.left != null)
		s.push(node.left)

Complexity
The time complexity of this solution is O(n) and space complexity is O(n) due to extra space required by stack.

Method 2: Recursion

Pre-order traversal of a tree using recursion is extremely simple and straightforward, its a three step code:

1) print current-node
2) traverse, left of current-node
3) traverse, right of current-node

if, current is null, return; this will make the base condition for this program.

if(root==null)
   return;
visit(root);
preorder(root.left);
preorder(root.right);

Complexity
The time complexity of this solution is O(n) and space complexity is O(n) due to recursive calls.

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