Mastering Graph Search: DFS and BFS Strategies in Competitive Programming

Understanding Search Paradigms When approaching algorithmic challenges involving traversal, two primary methods dominate: Depth-First Search (DFS) and Breadth-First Search (BFS). While both traverse nodes in a graph or tree, their utility differs based on the problem constraints. BFS is fundamentally tied to the concept of shortest paths in unw ...

Posted on Thu, 09 Jul 2026 17:24:30 +0000 by studot

Graph Algorithms for Island Problems in Go

Water Flow Simulation Siumlate water flow using two visited matriecs for tracking. Depth-First Search Implementation package main import "fmt" var dirs = [][]int{{1, 0}, {-1, 0}, {0, 1}, {0, -1}} func main() { var rows, cols int fmt.Scanln(&rows, &cols) grid := make([][]int, rows) vis1 := make([][]bool, ...

Posted on Thu, 09 Jul 2026 16:35:05 +0000 by Pryach

Topological Sorting Algorithms and Applications in Directed Acyclic Graphs

Directed Acyclic Graphs (DAG)A Directed Acyclic Graph (DAG) is a directed graph containing no cycles. If a directed graph contains a cycle, no topological ordering exists. For a valid DAG, multiple valid topological orderings may be possible.For any vertex in a directed graph, the count of incoming edges is called in-degree, and the count of ou ...

Posted on Mon, 11 May 2026 04:32:52 +0000 by Bee