Approximation Algorithms

Approximation Algorithms

Ryan O'Donnell via YouTube Direct link

Intro

1 of 29

1 of 29

Intro

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Approximation Algorithms

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  1. 1 Intro
  2. 2 INVENTS BEAUTIFUL THEORY OF ALGORITHMIC COMPLEXITY
  3. 3 Don't Give Up
  4. 4 Gavril's Approximation Algorithm
  5. 5 Max-Cut
  6. 6 A technicality: Optimization vs. Decision
  7. 7 Today: A case study of
  8. 8 GreedyVC example
  9. 9 Greedyvc analysis
  10. 10 A bad graph for GreedyVc
  11. 11 A worse graph for GreedyVc
  12. 12 Even worse graph for GreedyVc
  13. 13 Greed is Bad (for Vertex-Cover)
  14. 14 Gavril to the rescue
  15. 15 Theorem: GavrilVC is a 2-approximation for Vertex-Cover.
  16. 16 "k-Coverage" problem
  17. 17 "Pokémon-Coverage" problem
  18. 18 Example with k=3
  19. 19 Greed is Pretty Good (for k-Coverage)
  20. 20 TSP (Traveling Salesperson Problem)
  21. 21 TSP example
  22. 22 Textbooks
  23. 23 "Popular" books
  24. 24 Museum exhibits
  25. 25 Movies
  26. 26 Basic Approximation Algorithm: The MST Heuristic
  27. 27 MST Heuristic example
  28. 28 MST Heuristic Theorem: MST Heuristic is factor-2 approximation.
  29. 29 Can we do better?

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