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Para revisar um pouco essas semanas: (MIT) class [aulas] de Design and Analysis of #Algorithms, 2015 - 34 videos - 634,815 views - Last updated on May 1, 2020

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Para revisar um pouco essas semanas: (MIT) class [aulas] de Design and Analysis of #Algorithms, Spring 2015 (6.046J) - 34 videos - 634,815 views - Last updated on May 1, 2020



6.046 introduces students to the design of computer algorithms, as well as analysis of sophisticated algorithms.




License: Creative Commons BY-NC-SA

1. Course Overview, Interval Scheduling

 2. Divide & Conquer: Convex Hull, Median Finding

 R1. Matrix Multiplication and the Master Theorem

 3. Divide & Conquer: FFT

 R2. 2-3 Trees and B-Trees

 4. Divide & Conquer: van Emde Boas Trees

 5. Amortization: Amortized Analysis

 6. Randomization: Matrix Multiply, Quicksort

 R4. Randomized Select and Randomized Quicksort

 7. Randomization: Skip Lists

 8. Randomization: Universal & Perfect Hashing

 R5. Dynamic Programming

 9. Augmentation: Range Trees

 10. Dynamic Programming: Advanced DP

 11. Dynamic Programming: All-Pairs Shortest Paths

 12. Greedy Algorithms: Minimum Spanning Tree

 R6. Greedy Algorithms

 13. Incremental Improvement: Max Flow, Min Cut

 14. Incremental Improvement: Matching

 R7. Network Flow and Matching

 15. Linear Programming: LP, reductions, Simplex

 16. Complexity: P, NP, NP-completeness, Reductions

 R8. NP-Complete Problems

 17. Complexity: Approximation Algorithms

 18. Complexity: Fixed-Parameter Algorithms

 R9. Approximation Algorithms: Traveling Salesman Problem

 19. Synchronous Distributed Algorithms: Symmetry-Breaking.

 R19a. Shortest-Paths Spanning Trees

 20. Asynchronous Distributed Algorithms: Shortest-Paths Spanning Trees

 R10. Distributed Algorithms

 21. Cryptography: Hash Functions

 22. Cryptography: Encryption

 R11. Cryptography: More Primitives

 23. Cache-Oblivious Algorithms: Medians & Matrices

 24. Cache-Oblivious Algorithms: Searching & Sorting



View the complete course: http://ocw.mit.edu/6-046JS15




View the complete course:


Instructors: Erik Demaine, #Srinivas_Devadas, #Nancy_Ann_Lynch



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