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Ant Colony — Python
ACO metaheuristic visualized in pure Python
2021–2023 · University · Algorithms
- Python
- Pygame
- Algorithms
- ACO
- Optimization
- Data Structures
Overview
A Python implementation of the Ant Colony Optimization algorithm rendered with Pygame. Ants lay pheromone trails that evaporate over time; the colony collectively converges on shortest paths through stigmergic reinforcement.
Goal & Motivation
Build an accessible, pedagogically clear implementation of ACO (a classic metaheuristic) and use visual feedback to make the algorithm's convergence properties intuitive.
Corporate Relevance
ACO and related metaheuristics are applied in real-world vehicle routing, warehouse picking, and network topology optimization. Python proficiency, algorithmic thinking, and data-structure design are equally relevant to backend scripting and ML pipeline engineering.