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AI and Meta-Heuristics (Combinatorial Optimization) Python

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udemy

This repository contains the projects and materials developed during the "AI and Meta-Heuristics (Combinatorial Optimization) Python" course from Udemy.



๐Ÿ–ฅ๏ธ Course Content

Graph Algorithms, Genetic Algorithms, Simulated Annealing, Swarm Intelligence, Heuristics, Minimax, and Meta-Heuristics. The course covers:

  1. Understanding Artificial Intelligence

    • Learn why artificial intelligence is important.
  2. Pathfinding Algorithms

    • Understand BFS, DFS, and A* search algorithms for pathfinding.
  3. Heuristics and Meta-Heuristics

    • Learn about heuristics and meta-heuristics.
  4. Genetic Algorithms

    • Understand genetic algorithms for optimization.
  5. Particle Swarm Optimization

    • Learn particle swarm optimization techniques.
  6. Simulated Annealing

    • Understand the simulated annealing algorithm for optimization.

๐Ÿ“ Repository Structure

The repository is organized into sections, each reflecting different topics and projects from the course.

๐Ÿ› ๏ธ Technologies Used

  • Python

๐ŸŒ Course URL

Udemy Course: AI and Meta-Heuristics (Combinatorial Optimization) Python

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