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Binary Tree Algorithms/Non-Recursion Traversal Algorithms/README.md
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# Non-Recursive Binary Tree Traversal | ||
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This section describes the implementation of functions in C that performs non-recursive traversal of a binary tree. Here offers pre-order, in-order, and post-order traversals. | ||
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## Problem Statement | ||
Given a binary tree, implement pre-order, in-order, and post-order traversals of the tree in a non-recursive manner. | ||
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## Solution | ||
To perform non-recursive traversal of a binary tree, we utilize a stack data structure. The `StackNode` struct is essential as it allows us to keep track of the nodes during traversal. Each `StackNode` contains a pointer to a `Node` of the binary tree and a pointer to the next `StackNode`, mimicking the Last-In-First-Out (LIFO) behavior of a stack. | ||
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### 1. pre-order Traversal | ||
In pre-order traversal, we visit the root node first, then recursively perform pre-order traversal on the left subtree, and finally on the right subtree. | ||
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**Implementation Details:** | ||
- Initialize an empty stack and push the root node onto the stack. | ||
- Pop a node from the stack, visit it, and push its right child followed by its left child onto the stack. | ||
- Repeat the process until the stack is empty. | ||
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### 2. in-order Traversal | ||
In in-order traversal, we recursively perform in-order traversal on the left subtree, visit the root node, and then recursively perform in-order traversal on the right subtree. | ||
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**Implementation Details:** | ||
- Initialize an empty stack and set the current node to the root. | ||
- Push all left children of the current node onto the stack until a leaf node is reached. | ||
- Pop a node from the stack, visit it, set the current node to its right child, and repeat the process. | ||
- If the current node is NULL and the stack is empty, the traversal is complete. | ||
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### 3. post-order Traversal | ||
In post-order traversal, we recursively perform post-order traversal on the left subtree, then on the right subtree, and finally visit the root node. | ||
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**Implementation Details:** | ||
- Initialize two stacks, `stack1` and `stack2`. | ||
- Push the root node onto `stack1`. | ||
- Pop a node from `stack1`, push it onto `stack2`, and then push its left child followed by its right child onto `stack1`. | ||
- Repeat the process until `stack1` is empty. | ||
- Pop nodes from `stack2` and visit them, which will be in post-order since the last nodes to be popped from `stack1` are the leftmost nodes. |
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Binary Tree Algorithms/Non-Recursion Traversal Algorithms/program.c
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#include <stdio.h> | ||
#include <stdlib.h> | ||
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typedef struct Node { | ||
int data; | ||
struct Node *left; | ||
struct Node *right; | ||
} Node; | ||
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typedef struct StackNode { | ||
Node *treeNode; | ||
// Pointer to the next stack node | ||
struct StackNode *next; | ||
} StackNode; | ||
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// Function to create a new node | ||
Node* newNode(int data) { | ||
Node *node = (Node *)malloc(sizeof(Node)); | ||
node->data = data; | ||
node->left = NULL; | ||
node->right = NULL; | ||
return node; | ||
} | ||
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// Function to create a new stack node | ||
StackNode* newStackNode(Node *treeNode) { | ||
StackNode *stackNode = (StackNode *)malloc(sizeof(StackNode)); | ||
stackNode->treeNode = treeNode; | ||
stackNode->next = NULL; | ||
return stackNode; | ||
} | ||
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// Function to check if the stack is empty | ||
int isStackEmpty(StackNode *top) { | ||
return top == NULL; | ||
} | ||
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// Function to push a node onto the stack | ||
void push(StackNode **top, Node *treeNode) { | ||
StackNode *newStackNode = (StackNode *)malloc(sizeof(StackNode)); | ||
newStackNode->treeNode = treeNode; | ||
newStackNode->next = *top; | ||
*top = newStackNode; | ||
} | ||
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// Function to pop a node from the stack | ||
Node* pop(StackNode **top) { | ||
if (isStackEmpty(*top)) { | ||
return NULL; | ||
} | ||
StackNode *temp = *top; | ||
Node *treeNode = temp->treeNode; | ||
*top = temp->next; | ||
free(temp); | ||
return treeNode; | ||
} | ||
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// Function to get the top node of the stack | ||
Node* top(StackNode *top) { | ||
if (isStackEmpty(top)) { | ||
return NULL; | ||
} | ||
return top->treeNode; | ||
} | ||
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// Function to perform preorder traversal of the tree | ||
void preorderTraversal(Node *root) { | ||
if (root == NULL) return; | ||
StackNode *stack = NULL; | ||
// Push the root node onto the stack | ||
push(&stack, root); | ||
while (!isStackEmpty(stack)) { | ||
Node *current = pop(&stack); | ||
// Print the data | ||
printf("%d ", current->data); | ||
if (current->right) push(&stack, current->right); | ||
if (current->left) push(&stack, current->left); | ||
} | ||
} | ||
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// Function to perform inorder traversal of the tree | ||
void inorderTraversal(Node *root) { | ||
if (root == NULL) return; | ||
StackNode *stack = NULL; | ||
Node *current = root; | ||
while (current != NULL || !isStackEmpty(stack)) { | ||
while (current != NULL) { | ||
// Push nodes onto the stack | ||
push(&stack, current); | ||
// Move to the left child | ||
current = current->left; | ||
} | ||
current = pop(&stack); | ||
printf("%d ", current->data); | ||
// Move to the right child | ||
current = current->right; | ||
} | ||
} | ||
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// Function to perform postorder traversal of the tree | ||
void postorderTraversal(Node *root) { | ||
if (root == NULL) return; | ||
// Initialize stack1 | ||
StackNode *stack1 = NULL; | ||
// Initialize stack2 | ||
StackNode *stack2 = NULL; | ||
// Push the root node onto stack1 | ||
push(&stack1, root); | ||
while (!isStackEmpty(stack1)) { | ||
Node *current = pop(&stack1); | ||
// Push the node onto stack2 | ||
push(&stack2, current); | ||
// Push left child if it exists | ||
if (current->left) push(&stack1, current->left); | ||
// Push right child if it exists | ||
if (current->right) push(&stack1, current->right); | ||
} | ||
while (!isStackEmpty(stack2)) { | ||
// Pop a node from stack2 | ||
Node *current = pop(&stack2); | ||
printf("%d ", current->data); | ||
} | ||
} | ||
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// Main function to demonstrate tree traversals | ||
int main() { | ||
Node* root = newNode(10); | ||
root->left = newNode(5); | ||
root->right = newNode(20); | ||
root->left->left = newNode(3); | ||
root->left->right = newNode(8); | ||
printf("Preorder traversal: "); | ||
preorderTraversal(root); | ||
printf("\n"); | ||
printf("Inorder traversal: "); | ||
inorderTraversal(root); | ||
printf("\n"); | ||
printf("Postorder traversal: "); | ||
postorderTraversal(root); | ||
printf("\n"); | ||
return 0; | ||
} |