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astar-pathfinder-visualizer's Introduction

AStar Pathfinder Visualizer

A* Pathfinding visualizer - 1/5/2021

A* Pathfinder is an informed search algorithm, or a best-first search, meaning that is is forumlated in terms of weighted graphs: starting from a specific starting node of a graph, it aims to find a path to the given goal node having the smallest cost (least distance travelled, shortest time, etc.). It does this by maintaining a tree of paths originating at the start node and extending those paths one edge at a time until its termination criterion is satisfied.

How to use

-> Run main.py (make sure you have pygame installed)

-> Click on two points to define start and end points

-> Click and drag to draw out obstacles

-> Space to watch the algorithm find the shortest path!

-> Hit "v" before running the program to watch the algorithm in action!

-> Hit "c" to clear the grid

Demo:

demo.mp4

(Might add more features like timer and find shortest path between multiple sets of points...)

Fixed a bug where when drawing obstacles, if you tried drawing an obstacle of the edge of the screen, it would error out

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