The "pathfinding-visualizer" project is a Python-based application that utilizes the Pygame library and custom tkinter components. Its primary purpose is to provide a visual representation of three different pathfinding algorithms: A-star, Dijkstra, and Depth-First Search (DFS).
Users of this project can interact with it to observe how these algorithms work in finding the optimal paths within a specified grid or maze. Here are some key features and components of the project:
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Python-Based: The project is written in Python, making it accessible to a wide range of users who are familiar with the language.
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Pygame: Pygame is used for rendering graphics and creating an interactive environment for visualizing the pathfinding algorithms. It offers a simple way to handle graphics and user input.
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tkinter Components: Custom tkinter components are integrated into the project's user interface to provide user controls and options for selecting algorithms, adjusting settings, and interacting with the visualization.
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Pathfinding Algorithms:
- A-star: A-star is a popular pathfinding algorithm known for finding the shortest path efficiently while considering both the cost to reach a node and a heuristic estimate of the remaining cost.
- Dijkstra: Dijkstra's algorithm is used to find the shortest path in a weighted graph, considering only the cost to reach a node without any heuristic estimation.
- DFS (Depth-First Search): DFS is a graph traversal algorithm that explores as far as possible along each branch before backtracking.
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Grid or Maze Environment: Users can create custom grids or mazes within the application, providing a practical scenario for testing and visualizing the pathfinding algorithms.
Overall, the "pathfinding-visualizer" project is a valuable tool for educational purposes and practical applications, allowing users to gain insights into the behavior and efficiency of different pathfinding algorithms by visually observing their operation within a grid or maze environment.
SPACE
- Starts the algorithmR
- Resets the screenLEFT MOUSE BUTTON
- Draw the nodeRIGHT MOUSE BUTTON
- Erase the node