Classic Binary Tree Algorithms and Solutions
Non-Recursive Implementation of Preorder, Inorder, and Postorder Traversals
The three traversal methods—preorder, inorder, and postorder—form the foundation for all tree-related problems.
Preorder Traversal
Algorithm:
Create an empty stack and push the root node onto it.
While the stack is not empty:
Pop a node from the stack and process it ( ...
Posted on Tue, 22 Sep 2026 16:22:07 +0000 by mbaroz
Comprehensive Guide to Binary Tree Traversals: Recursive and Iterative Approaches
Binary Tree Node Definition
public class BinNode {
int data;
BinNode leftChild;
BinNode rightChild;
BinNode() {}
BinNode(int data) {
this.data = data;
}
BinNode(int data, BinNode leftChild, BinNode rightChild) {
this.data = data;
this.leftChild = leftChild;
this.rightChild = rightCh ...
Posted on Tue, 08 Sep 2026 16:41:36 +0000 by phithe
Breadth-First Search Techniques for Tree Level Queries and Height Calculation
Extracting Nodes at a Specific Depth in a Complete Binary Tree
When processing a copmlete binary tree with sequentially provided nodes, an array-based representation provides direct mathematical access to child indices. By enforcing 1-based indexing, the left descendant of any element at position i is located at 2 * i, and the right descendant ...
Posted on Wed, 12 Aug 2026 16:14:20 +0000 by Ice
Calculating the Sum of Left Leaf Nodes in a Binary Tree
To compute the sum of all left leaf nodes in a binary tree, implement a recursive traversal that identifies nodes where the left child exists and has no children. When such a node is found, accuumlate its value.
A helper function using reference accumulation:
void accumulateLeftLeafSum(TreeNode* root, int& total) {
if (!root) return;
...
Posted on Sun, 09 Aug 2026 16:18:56 +0000 by ahmadajcis
C++ Algorithm Solutions for Competitive Programming Challenges
1. Gymnastic Team Formation
Given the small input constraints, a brute-force approach with backtracking and pruning is suitable. The solution uses depth-first search (DFS) to explore valid permutations while eliminating invalid paths early.
#include <iostream>
using namespace std;
int constraints[11] = {0};
bool used[11] = {false};
int v ...
Posted on Fri, 31 Jul 2026 16:00:17 +0000 by rlalande
Dynamic Programming and Game Theory Problems with Optimization Techniques
Problem 1: Optimized Dynamic Programming with Prefix Sums
This problem involves a basic dynamic programming approach where we process from the end to the beginning. The naive solution has a time complexity of O(n²), but we can optimize it using prefix sums and binary search.
We maintain a prefix sum array and for each position, use binary searc ...
Posted on Fri, 24 Jul 2026 16:47:03 +0000 by lorri
Calculating Depth and Node Count in Binary and N-ary Trees
Maximum Depth of a Binary Tree
Given a binary tree, determine its maximum depth - the number of nodes along the longest path from the root node to the farthest leaf node.
Recursive Approach
Using postorder traversal (left-right-root) to calculate node height:
struct TreeNode {
int val;
TreeNode* left;
TreeNode* right;
TreeNode(i ...
Posted on Tue, 07 Jul 2026 17:24:08 +0000 by AbraCadaver
Dynamic Programming Solutions for House Robber Problems: Linear, Circular, and Tree Variants
House Robber I
The classic house robber problem involves selecting houses to rob such that adjacent houses cannot both be robbed, maximizing total profit.
For each house, there are two choices: rob it or skip it. The decision at each position aims to maximize accumulated wealth.
State Defniition: wealth[i] represents the maximum money obtainabl ...
Posted on Tue, 07 Jul 2026 17:10:21 +0000 by djelica
Binary Search Trees: Implementation and Comparison
Binary Search Trees
A. Binary Search Tree Implementation
Problem Analysis
The key consideration in this problem is that the input may contain duplicate elements, but these duplicates should not appear in the output binary tree traversal sequences. This detail is not explicit mentioned in the problem statement.
Code Implementation
#include < ...
Posted on Mon, 06 Jul 2026 16:27:11 +0000 by kemper
Constructing a Binary Tree from a String and Performing Traversal Sequences
Given the input string abcdefghij, construct a binary tree by inserting characters level by level — that is, fill nodes row-wise from left to right. The resulting tree must yield the following traversal outputs:
In-order: hdibjeafcg
Post-order: hidjebfgca
Level-order: abcdefghij
The construction follows breadth-first insertion: the first char ...
Posted on Sun, 28 Jun 2026 18:09:32 +0000 by tinkertron