Iterative Preorder Traversal (original) (raw)
Last Updated : 23 Jul, 2025
Given a **binary tree, write an iterative function to print the **Preorder traversal of the tree. The Preorder traversal follows the order: **Root → Left → Right.
**Examples:
Input:
1
/ \
2 3
/ \
4 5
**Output: 1 2 4 5 3
**Explanation: Preorder traversal (Root->Left->Right) of the tree is 1 2 4 5 3.**Input:
8
/ \
1 5
\ / \
7 10 6
\ /
10 6
**Output: 8 1 7 10 5 10 6 6
**Explanation:
Preorder traversal (Root->Left->Right) of the tree is 8 1 7 10 5 10 6 6.
Table of Content
- [Naive Approach] Simple Iterative Preorder (with stack) - O(n) time and O(n) space
- [Better Approach] Iterative Preorder with Current Pointer (with stack) - O(n) time and O(n) space
- [Expected Approach] Preorder Morris Traversal - O(n) time and O(1) space
[Naive Approach] Simple Iterative Preorder (with stack) - O(n) time and O(n) space
Following is a simple stack based iterative process to print Preorder traversal.
- Create an empty stack and push root node to stack.
- Do the following while is not empty.
- Pop an item from the stack and print it.
- Push right child of a popped item to stack
- Push left child of a popped item to stack
The right child is pushed before the left child to make sure that the left subtree is processed first.
C++ `
#include #include #include
using namespace std;
struct Node { int data; Node* left; Node* right;
Node(int x) {
data = x;
left = right = nullptr;
}};
vector preOrder(Node* root) { vector res; if (root == nullptr) return res;
stack<Node*> s;
s.push(root);
while (!s.empty()) {
Node* curr = s.top();
s.pop();
res.push_back(curr->data);
if (curr->right != nullptr)
s.push(curr->right);
if (curr->left != nullptr)
s.push(curr->left);
}
return res;}
int main() { Node* root = new Node(1); root->left = new Node(2); root->right = new Node(3); root->left->left = new Node(4); root->left->right = new Node(5);
vector<int> preorder = preOrder(root);
for (int val : preorder) {
cout << val << " ";
}
cout << endl;
return 0;}
Java
import java.util.ArrayList; import java.util.List; import java.util.Stack;
class Node { int data; Node left, right;
Node(int data) {
this.data = data;
left = right = null;
}}
public class GfG { public static List preOrder(Node root) { List res = new ArrayList<>(); if (root == null) return res;
Stack<Node> s = new Stack<>();
s.push(root);
while (!s.isEmpty()) {
Node curr = s.pop();
res.add(curr.data);
if (curr.right != null)
s.push(curr.right);
if (curr.left != null)
s.push(curr.left);
}
return res;
}
public static void main(String[] args) {
Node root = new Node(1);
root.left = new Node(2);
root.right = new Node(3);
root.left.left = new Node(4);
root.left.right = new Node(5);
List<Integer> preorder = preOrder(root);
for (int val : preorder) {
System.out.print(val + " ");
}
System.out.println();
}}
Python
class Node: def init(self, data): self.data = data self.left = None self.right = None
def preOrder(root): res = [] if root is None: return res
stack = [root]
while stack:
curr = stack.pop()
res.append(curr.data)
if curr.right:
stack.append(curr.right)
if curr.left:
stack.append(curr.left)
return resif name == 'main': root = Node(1) root.left = Node(2) root.right = Node(3) root.left.left = Node(4) root.left.right = Node(5)
preorder = preOrder(root)
print(' '.join(map(str, preorder)))C#
using System; using System.Collections.Generic;
class Node { public int data; public Node left, right;
public Node(int data) {
this.data = data;
left = right = null;
}}
class GfG { public static List PreOrder(Node root) { List res = new List(); if (root == null) return res;
Stack<Node> s = new Stack<Node>();
s.Push(root);
while (s.Count > 0) {
Node curr = s.Pop();
res.Add(curr.data);
if (curr.right != null)
s.Push(curr.right);
if (curr.left != null)
s.Push(curr.left);
}
return res;
}
static void Main(string[] args) {
Node root = new Node(1);
root.left = new Node(2);
root.right = new Node(3);
root.left.left = new Node(4);
root.left.right = new Node(5);
List<int> preorder = PreOrder(root);
Console.WriteLine(string.Join(" ", preorder));
}}
JavaScript
class Node { constructor(data) { this.data = data; this.left = null; this.right = null; } }
function preOrder(root) { const res = []; if (root === null) return res;
const stack = [root];
while (stack.length > 0) {
const curr = stack.pop();
res.push(curr.data);
if (curr.right)
stack.push(curr.right);
if (curr.left)
stack.push(curr.left);
}
return res;}
const root = new Node(1); root.left = new Node(2); root.right = new Node(3); root.left.left = new Node(4); root.left.right = new Node(5);
const preorder = preOrder(root); console.log(preorder.join(' '));
`
[Better Approach] Iterative Preorder with Current Pointer (with stack) - O(n) time and O(n) space
In the previous solution we can see that the left child is popped as soon as it is pushed to the stack, therefore it is not required to push it into the stack.
The idea is to start traversing the tree from the root node and keep printing the left child while exists and simultaneously, push the right child of every node in an auxiliary stack. Once we reach a null node, pop a right child from the auxiliary stack and repeat the process while the auxiliary stack is not empty.
C++ `
#include #include #include using namespace std;
struct Node { int data; Node *left, *right;
Node(int data)
{
this->data = data;
this->left = this->right = nullptr;
}};
vector preOrder(Node* root) { vector res; if (root == NULL) return res;
stack<Node*> s;
Node* curr = root;
while (!s.empty() || curr != NULL) {
while (curr != NULL) {
res.push_back(curr->data);
if (curr->right)
s.push(curr->right);
curr = curr->left;
}
if (!s.empty()) {
curr = s.top();
s.pop();
}
}
return res;}
int main() { Node* root = new Node(1); root->left = new Node(2); root->right = new Node(3); root->left->left = new Node(4); root->left->right = new Node(5);
vector<int> res = preOrder(root);
for (int x : res) {
cout << x << " ";
}
cout << endl;
return 0;}
Java
import java.util.ArrayList; import java.util.List; import java.util.Stack;
class Node { int data; Node left, right;
Node(int data) {
this.data = data;
this.left = this.right = null;
}}
public class GfG { static List preOrder(Node root) { List res = new ArrayList<>(); if (root == null) return res;
Stack<Node> s = new Stack<>();
Node curr = root;
while (!s.isEmpty() || curr != null) {
while (curr != null) {
res.add(curr.data);
if (curr.right != null) s.push(curr.right);
curr = curr.left;
}
if (!s.isEmpty()) {
curr = s.pop();
}
}
return res;
}
public static void main(String[] args) {
Node root = new Node(1);
root.left = new Node(2);
root.right = new Node(3);
root.left.left = new Node(4);
root.left.right = new Node(5);
List<Integer> res = preOrder(root);
for (int x : res) {
System.out.print(x + " ");
}
System.out.println();
}}
Python
class Node: def init(self, data): self.data = data self.left = None self.right = None
def preOrder(root): res = [] if root is None: return res
stack = []
curr = root
while stack or curr:
while curr:
res.append(curr.data)
if curr.right:
stack.append(curr.right)
curr = curr.left
if stack:
curr = stack.pop()
return resif name == 'main': root = Node(1) root.left = Node(2) root.right = Node(3) root.left.left = Node(4) root.left.right = Node(5)
res = preOrder(root)
print(' '.join(map(str, res)))C#
using System; using System.Collections.Generic; using System.Collections;
class Node { public int data; public Node left, right;
public Node(int data) {
this.data = data;
this.left = this.right = null;
}}
public class GfG { static List PreOrder(Node root) { List res = new List(); if (root == null) return res;
Stack<Node> s = new Stack<Node>();
Node curr = root;
while (s.Count > 0 || curr != null) {
while (curr != null) {
res.Add(curr.data);
if (curr.right != null) s.Push(curr.right);
curr = curr.left;
}
if (s.Count > 0) {
curr = s.Pop();
}
}
return res;
}
public static void Main(string[] args) {
Node root = new Node(1);
root.left = new Node(2);
root.right = new Node(3);
root.left.left = new Node(4);
root.left.right = new Node(5);
List<int> res = PreOrder(root);
foreach (int x in res) {
Console.Write(x + " ");
}
Console.WriteLine();
}}
JavaScript
// Node structure class Node { constructor(data) { this.data = data; this.left = null; this.right = null; } }
function preOrder(root) { const res = []; if (root === null) return res;
const s = [];
let curr = root;
while (s.length > 0 || curr !== null) {
while (curr !== null) {
res.push(curr.data);
if (curr.right) s.push(curr.right);
curr = curr.left;
}
if (s.length > 0) {
curr = s.pop();
}
}
return res;}
// Example usage const root = new Node(1); root.left = new Node(2); root.right = new Node(3); root.left.left = new Node(4); root.left.right = new Node(5);
const res = preOrder(root);
console.log(res.join(' '));
`
[Expected Approach] **Preorder Morris Traversal - O(n) time and O(1) space
Morris Traversal is a tree traversal technique that allows you to traverse a binary tree **without using recursion or a stack. The **Preorder Morris Traversal algorithm works by manipulating the tree's pointers, specifically by utilizing the **inorder predecessor of each node.
**Algorithm for Preorder Morris Traversal:
**1. If the left child of the current node is NULL:
- Print the current node's data (since it is the root of the subtree).
- Move to the right child of the current node.
**2. If the left child of the current node is NOT NULL:
- Find the inorder predecessor of the current node: The inorder predecessor is the rightmost node of the left subtree of the current node.
**Two cases arise:
**a) The right child of the inorder predecessor already points to the current node:
- This means we've already visited this node, so we can set the right child of the inorder predecessor to NULL.
- Move to the right child of the current node.
**b) The right child of the inorder predecessor is NULL:
- Set the right child of the inorder predecessor to point to the current node.
- Print the current node's data.
- Move to the left child of the current node (this is the new node to visit next).
**3. Repeat the process until the current node is NULL.
C++ `
#include #include using namespace std;
struct Node { int data; Node* left; Node* right;
Node(int item) {
data = item;
left = right = nullptr;
}};
vector morrisPreOrder(Node* node) { vector res;
while (node != nullptr) {
if (node->left == nullptr) {
res.push_back(node->data);
node = node->right;
} else {
Node* curr = node->left;
while (curr->right != nullptr && curr->right != node) {
curr = curr->right;
}
if (curr->right == node) {
curr->right = nullptr;
node = node->right;
} else {
res.push_back(node->data);
curr->right = node;
node = node->left;
}
}
}
return res;}
int main() { Node* root = new Node(1); root->left = new Node(2); root->right = new Node(3); root->left->left = new Node(4); root->left->right = new Node(5);
vector<int> res = morrisPreOrder(root);
for (int value : res) {
cout << value << " ";
}
cout << endl;
return 0;}
Java
import java.util.ArrayList; import java.util.List;
class Node { int data; Node left, right;
Node(int item) {
data = item;
left = right = null;
}}
public class MorrisPreorder { public static List morrisPreOrder(Node node) { List result = new ArrayList<>();
while (node != null) {
if (node.left == null) {
result.add(node.data);
node = node.right;
} else {
Node current = node.left;
while (current.right != null && current.right != node) {
current = current.right;
}
if (current.right == node) {
current.right = null;
node = node.right;
} else {
result.add(node.data);
current.right = node;
node = node.left;
}
}
}
return result;
}
public static void main(String[] args) {
Node root = new Node(1);
root.left = new Node(2);
root.right = new Node(3);
root.left.left = new Node(4);
root.left.right = new Node(5);
List<Integer> morrisResult = morrisPreOrder(root);
for (int value : morrisResult) {
System.out.print(value + " ");
}
System.out.println();
}}
Python
class Node: def init(self, item): self.data = item self.left = None self.right = None
def morrisPreorder(node): result = [] while node: if node.left is None: result.append(node.data) node = node.right else: current = node.left while current.right and current.right != node: current = current.right
if current.right == node:
current.right = None
node = node.right
else:
result.append(node.data)
current.right = node
node = node.left
return resultif name == 'main': root = Node(1) root.left = Node(2) root.right = Node(3) root.left.left = Node(4) root.left.right = Node(5)
morris_result = morrisPreorder(root)
print(' '.join(map(str, morris_result)))C#
using System; using System.Collections.Generic;
class Node { public int data; public Node left, right;
public Node(int item) {
data = item;
left = right = null;
}}
class MorrisPreorder { public static List MorrisPreOrder(Node node) { List result = new List();
while (node != null) {
if (node.left == null) {
result.Add(node.data);
node = node.right;
} else {
Node current = node.left;
while (current.right != null && current.right != node) {
current = current.right;
}
if (current.right == node) {
current.right = null;
node = node.right;
} else {
result.Add(node.data);
current.right = node;
node = node.left;
}
}
}
return result;
}
public static void Main() {
Node root = new Node(1);
root.left = new Node(2);
root.right = new Node(3);
root.left.left = new Node(4);
root.left.right = new Node(5);
List<int> morrisResult = MorrisPreOrder(root);
foreach (int value in morrisResult) {
Console.Write(value + " ");
}
Console.WriteLine();
}}
JavaScript
class Node { constructor(item) { this.data = item; this.left = null; this.right = null; } }
function morrisPreOrder(node) { const result = []; while (node) { if (node.left === null) { result.push(node.data); node = node.right; } else { let current = node.left; while (current.right !== null && current.right !== node) { current = current.right; }
if (current.right === node) {
current.right = null;
node = node.right;
} else {
result.push(node.data);
current.right = node;
node = node.left;
}
}
}
return result;}
const root = new Node(1); root.left = new Node(2); root.right = new Node(3); root.left.left = new Node(4); root.left.right = new Node(5);
const morrisResult = morrisPreOrder(root);
console.log(morrisResult.join(' '));
`
Refer Preorder Traversal of Binary Tree for recursive code