- 01. Lesson Plan: Week 6
- 02. Introduction to Simulated Annealing
- 03. Iterative Improvement Problems: TSP
- 04. 4-Queens
- 05. 5-Queens Quiz
- 06. n-Queens Heuristic Function
- 07. n-Queens Local Minima
- 08. Hill Climbing
- 09. Local Maximum
- 10. Random Restart
- 11. Hill Climbing Quiz
- 12. Step Size Too Small
- 13. Step Size Too Large
- 14. Hill Climbing Quiz 2
- 15. Annealing
- 16. Simulated Annealing
- 17. Simulated Simulated Annealing
- 18. Local Beam Search
- 19. Representing n-Queens
- 20. 8-Queens Representation
- 21. Genetic Algorithms
- 22. GA Crossover
- 23. GA Mutation
- 24. GA Crossover Quiz
- 25. Similarities Between Optimizers
- 26. Challenge Question Revisited
- 27. Readings on Simulated Annealing
- 28. Lab: Simulated Annealing (Optional)