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