148.8K
SWForgot to take my meds.
o(voices)
#coding #programming #algorithm #satisfying
#pathfinding
@swapjs.ig
#Pathfinding Algorithm
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188.0K
QUThe A* algorithm is a pathfinding method for determining the shortest and fastest routes, widely used in navigation systems like Google Maps and Apple Maps.
@quantaflix
8.0K
ONVisualizing A (A-Star) Pathfinding Algorithm ⭐
A* uses a "heuristic" (like Manhattan distance) to guess which way is closer to the goal.
Notice how it prioritizes the path towards the red target? That's the heuristic in action! 🧠
Wait for the final path trace! 🟩
#python #coding #fyp #satisfying #tech
@onemin_cs
33.4K
JA“BFS vs DFS: The Maze Battle!”
Ever wondered how computers decide which path to take first?
This visual demo shows the difference between DFS (Depth-First Search) and BFS (Breadth-First Search) as they solve the same maze — but with completely different strategies.
🔵 DFS dives deep into one path until it hits a dead end, then backtracks.
🟦 BFS explores level by level, checking all neighbors for the shortest route.
Two algorithms. One maze. Two totally different journeys. A perfect example of how logic shapes the digital world we use every day. 🚀✨
🎥 Video Source: @onjsdev
🌐Original Data / Concept Source:
Computer Science graph theory & pathfinding algorithms (DFS & BFS basics)
— Commonly documented in CS textbooks and open-source resources like:
🔹 MIT OpenCourseWare
🔹GeeksforGeeks (Algorithm Visualizations)
🔹FreeCodeCamp (Graph Algorithms)
#algorithm #pathfinding #dfs #bfs #codingfacts #computersciencestudent #techworld #mazesolver #aiviz #csexplained #programminglife #ngtech #geekmode #techreels #viraltech #foryou #staywithme #fyp #edit #viralreel #
@jasika_atik
25.6K
COA* is a pathfinding algorithm that finds the shortest path from a start node to a goal.
It uses f(n) = g(n) + h(n):
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g(n): cost from start to current node
h(n): estimated cost from current node to goal (heuristic)
f(n): total estimated cost
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It combines best-first search and Dijkstra, balancing optimality and efficiency.
It guarantees the shortest path if the heuristic is admissible (never overestimates).
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#coding #programming #algorithm #a* #a*algorithm #dijsktraalgorithm #python #java #animation #developer #cse #bca #computerscience #education #aistudy #datastructures #algorithms #pathfinding #computerscience #dsa #coding #programming #machinelearning
@code_helping
2.9K
COA* Pathfinding — Manhattan vs Euclidean 👀
Same algorithm. Different heuristic.
Completely different exploration pattern.
🔵 Manhattan Distance → More focused search (great for grid movement)
🔵 Euclidean Distance → Wider exploration
Your heuristic choice can drastically impact performance in games & AI systems.
Which one would you use? 👇
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.#astar #pathfinding #gamedev #indiedev #programming
@codeloopaa
1.4K
AIUnderstanding A vs. Dijkstra's Algorithms*
A* and Dijkstra's algorithms both find the shortest path between two nodes in a graph. A* is a variation of Dijkstra's, using a heuristic function to prioritize nodes likely to be more promising. While Dijkstra's explores all paths, A* is a "best first search" algorithm, selecting the next vertex based on the value of f(v) = h(v) + g(v), where h is the heuristic and g is the current cost. This makes A* faster than Dijkstra's.
For more in-depth understanding, check out the YouTube video by Anthony Madorsk.
#Algorithms #AI #DataScience #MachineLearning #Dijkstra #AStarAlgorithm #GraphTheory #TechLearning #Coding #AIResearch #ComputerScience #Pathfinding #TechExplained 🚀📚
@aiinsightcentral
269.5K
KRHow do navigation apps find the quickest route? This video shows the power of **Bidirectional Breadth-First Search (BFS) in action, a key algorithm behind fast and efficient pathfinding.
@kreggscode
36.8K
AIThis visual breaks down bidirectional Dijkstra's algorithm, a pathfinding technique that launches two simultaneous searches, one from the start and one from the destination, meeting somewhere in the middle.
That convergence is what makes it significantly faster than a single-direction approach.
Navigation apps model road networks as graphs: intersections become nodes, roads become edges, and each connection is weighted by distance or travel time.
More advanced systems build on this with algorithms like A*, layering in live data such as traffic, road closures, and driving conditions.
That's why the "fastest" route isn't always the shortest one.
Congestion, speed limits, and real-time variables continuously reshape the optimal path, occasionally sending you on detours that look odd but genuinely save time.
A quiet reminder that remarkably complex math runs silently behind the everyday tools we take for granted.
🚨 Follow @aidisruptor for the latest in AI and tech innovation.
Credit: @kreggscode
DM for credit/removal (no copyright intended)
#tech #algorithms #navigation #ai #technology quantumcomputing
@aidisruptor
3.9M
PAHEADLINE: Breaking the 41-Year Speed Limit: A New King of Pathfinding. 📍🚀
THE UPDATE: For over four decades, Dijkstra’s algorithm was the "gold standard" for finding the shortest route from point A to point B. But in a massive breakthrough for computer science, a team from Tsinghua University has developed the first algorithm to beat Dijkstra’s speed on directed graphs since 1984. This isn't just a minor tweak; it’s a fundamental shift in how we navigate the digital and physical world.
THE TECH:
Beyond the Sorting Bottleneck: Traditional Dijkstra relies heavily on "sorting" potential paths, which was long thought to be the speed limit. This new approach proves sorting is no longer the main constraint for efficiency.
Sparse Graph Optimization: The algorithm is significantly faster when dealing with "large sparse graphs"—essentially complex networks with many points but relatively few direct connections (like global shipping lanes or neural networks).
Non-Negative Weight Precision: It maintains perfect accuracy with real-world, non-negative edge weights, making it immediately applicable to existing mapping and GPS infrastructure.
THE TAKEAWAY: Pathfinding algorithms are the invisible engine behind everything from your morning GPS commute to the logistics of global trade and the movement of autonomous robots. By shaving time off these billions of daily calculations, this breakthrough could lead to more efficient energy use, faster delivery times, and smarter AI navigation. It proves that even the most "solved" problems in tech are ripe for disruption.
YOUR THOUGHTS?: If this algorithm makes your GPS 10% faster, what will you do with that extra time? Does it surprise you that a 40-year-old math problem was only just solved? Let’s talk below! 👇🏽🗺️
Credits: @0x0SojalSec via X
Hashtags
#TechGeek #ComputerScience #Dijkstra #Algorithm #Coding GPS Maps BigData TsinghuaUniversity SoftwareEngineering Innovation
Keywords (For SEO)
Faster than Dijkstra algorithm, Tsinghua University shortest path paper 2025, new pathfinding algorithm 2026, computer science breakthrough, directed shortest paths, GPS technology update, graph theory optimization.
@pandoraa.tech
8.5K
ALFinding the shortest path, one node at a time! 🧠✨ Watch Dijkstra’s Algorithm in action – the GPS of graph theory. #Pathfinding
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#DijkstrasAlgorithm #GraphAlgorithms #ShortestPath #DataStructures #AlgorithmExplained #Pathfinding #TechEducation #ComputerScience #CSFundamentals #CodingLife #ProgrammersLife #AlgorithmVisualization #LearnToCode #TechnicalEducation #CodeWithFun #SoftwareEngineering #GraphTheory #DevLearning
@algorithmswithpeter
228.3K
TRWhen your speed graph looks cleaner than your whole life 😮🔥📈
Track every run. Flex every stat with TripRank
Download TripRank - Speed Tracker now on App Store & Play Store 🚀
#TripRank #SpeedTracker #DriveFlex #TopSpeed #CarReels #CarTok #CarCommunity #CarLifestyle #DrivingVibes #RoadLife #SpeedLife #AutoAddict #DriveSafe #StreetDrive #BikeLife #YZFR1 #Superbike #PetrolHead #ThrottleLife #ViralReels #ExplorePage #TrendingNow #FYP
@triprank.hq
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