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ant-colony

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A comprehensive solution to optimize tourism packages, prices, resources, and budgets for startup companies. The project includes mathematical modeling, data analysis, optimization algorithms, database design, and AI-driven demand prediction.

  • Updated Jul 19, 2024
  • Jupyter Notebook

This project demonstrates route optimization algorithms (Ant Colony Optimization and Nearest Neighbor) for urban logistics using real geographical coordinates and travel time data from the OpenRouteService API. It supports animated map visualizations and performance analysis.

  • Updated Nov 25, 2025
  • Python

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