Algorithmic Solutions for Competitive Programming Problems
1. Resource Allocation using Binary Search
This problem requires determining the minimum capacity needed to partition a set of resources into a specific number of groups. A binary search approach is suitable here. The goal is to find the smallest value x such that the items can be covered by at most k groups, where each group has a capacity lim ...
Posted on Wed, 05 Aug 2026 16:39:25 +0000 by brianbehrens
Heavy-Light Decomposition for Tree Data Management
Introduction
Heavy-light decomposition (HLD) is a sophisticated algorithmic technique used to partition tree structures into linear sequences, enabling efficient query and update operations. This method is particularly effective for handling subtree and path queries on trees.
Core Definitions
Heavy Child: For any node, its heavy child is the c ...
Posted on Tue, 04 Aug 2026 16:56:15 +0000 by cemeteryridge
Implementing Recursive Binary Tree Traversals: Preorder, Inorder, and Postorder
Constructing recursive tree traversal algorithms follows a standardized three-phase design pattern. First, establish the function signature by defining the node input and the container that will store traversal results. Second, define the termination condition to halt recursion when a leaf boundary is reached, usually by validating against a nu ...
Posted on Mon, 03 Aug 2026 16:48:43 +0000 by acirilo
AtCoder ABC 447 Contest Solutions
Problem D - Take ABC 2
An efficient approach involves processing the string from the end to identify and count valid "ABC" sequences.
#include <vector>
#include <string>
#include <iostream>
using namespace std;
void processString() {
string input;
cin >> input;
vector<int> posA, posB, posC;
...
Posted on Sat, 11 Jul 2026 16:17:57 +0000 by Sa177ir
Constructing Virtual Trees for Efficient Tree Queries
Given a base tree and a subset of its nodes, the virtual tree preserves the ancestral relationships among these nodes by including all pairwise LCAs and cnonecting them appropriately. This structure maintains relative node relationships while being linear in size relative to the input set.
When nodes are sorted by their Euler tour order, the se ...
Posted on Sun, 05 Jul 2026 16:19:58 +0000 by rheroux
Heavy-Light Decomposition for Tree Operations
Heavy-Light Decomposition (HLD) is a powerful technique that partitions a rooted tree into a set of disjoint paths (chains). This transformation allows for efficient range-based operations (like updates and queries) on tree structures by mapping the nodes into a linear array using a Segment Tree.
Core Definitions
Heavy Edge: An edge connecting ...
Posted on Sun, 07 Jun 2026 17:42:18 +0000 by asunsha
Querying Path Sums with Value Constraints in Trees Using Persistent Segment Trees
Problem Overview
Given a tree with weighted nodes and multiple queries, each query asks for the sum of node weights along the path between two nodes x and y, where the weights fall within a specified range [l, r].
Solution Approach
This problem can be efficiently solved using persistent segment trees (also known as chairman trees) combined with ...
Posted on Fri, 15 May 2026 17:00:54 +0000 by bigbob
Tree Coloring Problem Solution Using Fast Fourier Transform
This problem involves calculating valid colorings of a tree under certain constraints. The solution uses inclusion-exclution principle combined with polynomial multiplication via Number Theoretic Transform (NTT).
Basic Approach
We approach the problem by computing the complement: count arrangements where at least one node violates the coloring ...
Posted on Thu, 14 May 2026 08:51:57 +0000 by Kitara
Tree Root Transition Algorithms for Maximum Subtree Value
Problem A: Tree Value Maximization
Approach
Define subtree_value[i] as the value generated by the subtree rooted at node i: subtree_value[i] = subtree_size[i] + Σ subtree_value[j] for all children j of i. The initial selection of i as root gives subtree_size[i] value, followed by contributions from its subtrees.
Direct computation for each root ...
Posted on Thu, 14 May 2026 08:30:08 +0000 by zeb