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Algorithms_ Design and Analysis, Part 2

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视频 2017-8-19 23:40 2025-1-7 16:51 93 1.52 GB 102
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Algorithms_ Design and Analysis Part 2

文件列表
  1. 9 - IX. HUFFMAN CODES (Week 2)/3 - Video (MP4) for A Greedy Algorithm (17 min).mp424.7MB
  2. 2 - II. SELECTED REVIEW FROM PART I (Week 1)/6 - Video (MP4) for Graph Search - Overview [Part I Review - Optional] (23 min).mp424.36MB
  3. 8 - VIII. ADVANCED UNION-FIND (Week 2)/7 - Video (MP4) for The Ackermann Function [Advanced - Optional](17 min).mp422.64MB
  4. 20 - XX. THE WIDER WORLD OF ALGORITHMS (Week 6)/1 - Video (MP4) for Stable Matching [Optional] (15 min).mp422.55MB
  5. 8 - VIII. ADVANCED UNION-FIND (Week 2)/3 - Video (MP4) for Analysis of Union-by-Rank [Advanced - Optional](15).mp422.29MB
  6. 2 - II. SELECTED REVIEW FROM PART I (Week 1)/7 - Video (MP4) for Dijkstra's Shortest-Path Algorithm [Part I Review - Optional] (21 min).mp421.92MB
  7. 19 - XIX. LOCAL SEARCH ALGORITHMS (Week 6)/7 - Video (MP4) for Analysis of Papadimitriou's Algorithm (15 min).mp421.8MB
  8. 8 - VIII. ADVANCED UNION-FIND (Week 2)/4 - Video (MP4) for Path Compression [Advanced - Optional] (15).mp421.51MB
  9. 19 - XIX. LOCAL SEARCH ALGORITHMS (Week 6)/6 - Video (MP4) for Random Walks on a Line (16 min).mp421.33MB
  10. 17 - XVII. FASTER EXACT ALGORITHMS FOR NP-COMPLETE PROBLEMS (Week 5)/4 - Video (MP4) for The Traveling Salesman Problem (15 min).mp421MB
  11. 20 - XX. THE WIDER WORLD OF ALGORITHMS (Week 6)/2 - Video (MP4) for Matchings, Flows, and Braess's Paradox [Optional] (14 min).mp420.96MB
  12. 8 - VIII. ADVANCED UNION-FIND (Week 2)/8 - Video (MP4) for Path Compression_ Tarjan's Analysis I [Advanced - Optional].mp420.78MB
  13. 16 - XVI. NP-COMPLETE PROBLEMS (Week 5)/1 - Video (MP4) for Polynomial-Time Solvable Problems (14 min).mp420.49MB
  14. 2 - II. SELECTED REVIEW FROM PART I (Week 1)/2 - Video (MP4) for Why Study Algorithms_ [Part I Review - Optional] (19 min).mp420.25MB
  15. 16 - XVI. NP-COMPLETE PROBLEMS (Week 5)/2 - Video (MP4) for Reductions and Completeness (14 min).mp419.86MB
  16. 16 - XVI. NP-COMPLETE PROBLEMS (Week 5)/6 - Video (MP4) for Algorithmic Approaches to NP-Complete Problems (13 min).mp419.86MB
  17. 5 - V. PRIM'S MINIMUM SPANNING TREE ALGORITHM (Week 1)/6 - Video (MP4) for Fast Implementation I (15 min).mp419.66MB
  18. 19 - XIX. LOCAL SEARCH ALGORITHMS (Week 6)/5 - Video (MP4) for The 2-SAT Problem (15 min).mp419.64MB
  19. 15 - XV. ALL-PAIRS SHORTEST PATHS (Week 4)/4 - Video (MP4) for A Reweighting Technique (14 min).mp419.62MB
  20. 12 - XII. SEQUENCE ALIGNMENT (Week 3)/1 - Video (MP4) for Optimal Substructure (14 min).mp419.54MB
  21. 2 - II. SELECTED REVIEW FROM PART I (Week 1)/9 - Video (MP4) for Heaps_ Operations and Applications [Part I Review - Optional] (18).mp419.49MB
  22. 8 - VIII. ADVANCED UNION-FIND (Week 2)/9 - Video (MP4) for Path Compression_ Tarjan's Analysis II [Advanced - Optional].mp419.09MB
  23. 5 - V. PRIM'S MINIMUM SPANNING TREE ALGORITHM (Week 1)/3 - Video (MP4) for Correctness Proof I (16 min).mp419.02MB
  24. 15 - XV. ALL-PAIRS SHORTEST PATHS (Week 4)/3 - Video (MP4) for The Floyd-Warshall Algorithm (13 min).mp418.89MB
  25. 6 - VI. KRUSKAL'S MINIMUM SPANNING TREE ALGORITHM (Week 2)/4 - Video (MP4) for Implementing Kruskal's Algorithm via Union-Find II (14 min).mp418.88MB
  26. 2 - II. SELECTED REVIEW FROM PART I (Week 1)/3 - Video (MP4) for Guiding Principles for Analysis of Algorithms [Part I Review - Optional] (15 min).mp418.86MB
  27. 18 - XVIII. APPROXIMATION ALGORITHMS FOR NP-COMPLETE PROBLEMS (Week 6)/6 - Video (MP4) for Ananysis of Dynamic Programming Heuristic (15 min).mp418.78MB
  28. 18 - XVIII. APPROXIMATION ALGORITHMS FOR NP-COMPLETE PROBLEMS (Week 6)/1 - Video (MP4) for A Greedy Knapsack Heuristic (14 min).mp418.74MB
  29. 14 - XIV. THE BELLMAN-FORD ALGORITHM (Week 4)/6 - Video (MP4) for A Space Optimization (12 min).mp418.34MB
  30. 2 - II. SELECTED REVIEW FROM PART I (Week 1)/1 - Video (MP4) for About the Course [Part I Review - Optional] (17 min).mp418.33MB
  31. 8 - VIII. ADVANCED UNION-FIND (Week 2)/2 - Video (MP4) for Union-by-Rank [Advanced - Optional] (12 min).mp418.19MB
  32. 3 - III. INTRODUCTION TO GREEDY ALGORITHMS (Week 1)/1 - Video (MP4) for Introduction to Greedy Algorithms (13 min).mp418.04MB
  33. 17 - XVII. FASTER EXACT ALGORITHMS FOR NP-COMPLETE PROBLEMS (Week 5)/5 - Video (MP4) for A Dynamic Programming Algorithm for TSP (12 min).mp417.45MB
  34. 13 - XIII. OPTIMAL BINARY SEARCH TREES (Week 3)/1 - Video (MP4) for Problem Definition (12 min).mp417.19MB
  35. 8 - VIII. ADVANCED UNION-FIND (Week 2)/6 - Video (MP4) for Path Compression_ The Hopcroft-Ullman Analysis II [Advanced - Optional].mp417.17MB
  36. 4 - IV. A SCHEDULING APPLICATION (Week 1)/2 - Video (MP4) for A Greedy Algorithm (13 min).mp417.16MB
  37. 15 - XV. ALL-PAIRS SHORTEST PATHS (Week 4)/6 - Video (MP4) for Johnson's Algorithm II (11 min).mp416.86MB
  38. 20 - XX. THE WIDER WORLD OF ALGORITHMS (Week 6)/3 - Video (MP4) for Linear Programming and Beyond [Optional] (11 min).mp416.84MB
  39. 9 - IX. HUFFMAN CODES (Week 2)/5 - Video (MP4) for Correctness Proof II (13 min).mp416.75MB
  40. 14 - XIV. THE BELLMAN-FORD ALGORITHM (Week 4)/7 - Video (MP4) for Internet Routing I [Optional] (11 min).mp416.72MB
  41. 12 - XII. SEQUENCE ALIGNMENT (Week 3)/2 - Video (MP4) for A Dynamic Programming Algorithm (12 min).mp416.71MB
  42. 15 - XV. ALL-PAIRS SHORTEST PATHS (Week 4)/2 - Video (MP4) for Optimal Substructure (12 min).mp416.53MB
  43. 16 - XVI. NP-COMPLETE PROBLEMS (Week 5)/3 - Video (MP4) for Definition and Interpretation of NP-Completeness I (11 min).mp416.35MB
  44. 15 - XV. ALL-PAIRS SHORTEST PATHS (Week 4)/5 - Video (MP4) for Johnson's Algorithm I (11 min).mp415.49MB
  45. 18 - XVIII. APPROXIMATION ALGORITHMS FOR NP-COMPLETE PROBLEMS (Week 6)/4 - Video (MP4) for A Dynamic Programming Heuristic for Knapsack (12 min).mp415.4MB
  46. 9 - IX. HUFFMAN CODES (Week 2)/2 - Video (MP4) for Problem Definition (10 min).mp415.35MB
  47. 14 - XIV. THE BELLMAN-FORD ALGORITHM (Week 4)/2 - Video (MP4) for Optimal Substructure (11 min).mp415.27MB
  48. 8 - VIII. ADVANCED UNION-FIND (Week 2)/1 - Video (MP4) for Lazy Unions [Advanced - Optional] (10 min).mp415.24MB
  49. 14 - XIV. THE BELLMAN-FORD ALGORITHM (Week 4)/1 - Video (MP4) for Single-Source Shortest Paths, Revisted (11 min).mp415.15MB
  50. 7 - VII. CLUSTERING (Week 2)/1 - Video (MP4) for Application to Clustering (12 min).mp415.13MB
  51. 5 - V. PRIM'S MINIMUM SPANNING TREE ALGORITHM (Week 1)/1 - Video (MP4) for MST Problem Definition (11 min).mp415MB
  52. 5 - V. PRIM'S MINIMUM SPANNING TREE ALGORITHM (Week 1)/5 - Video (MP4) for Proof of Cut Property [Advanced - Optional] (12 min).mp414.99MB
  53. 3 - III. INTRODUCTION TO GREEDY ALGORITHMS (Week 1)/2 - Video (MP4) for Application_ Optimal Caching (11 min).mp414.97MB
  54. 10 - X. INTRODUCTION TO DYNAMIC PROGRAMMING (Week 3)/3 - Video (MP4) for WIS in Path Graphs_ A Linear-Time Algorithm (10 min).mp414.54MB
  55. 19 - XIX. LOCAL SEARCH ALGORITHMS (Week 6)/4 - Video (MP4) for Principles of Local Search II (10 min).mp414.49MB
  56. 2 - II. SELECTED REVIEW FROM PART I (Week 1)/5 - Video (MP4) for Graph Representations [Part I Review - Optional] (14 min).mp414.48MB
  57. 16 - XVI. NP-COMPLETE PROBLEMS (Week 5)/5 - Video (MP4) for The P vs. NP Question (9 min).mp414.28MB
  58. 6 - VI. KRUSKAL'S MINIMUM SPANNING TREE ALGORITHM (Week 2)/5 - Video (MP4) for MSTs_ State-of-the-Art and Open Questions [Advanced - Optional] (9 min).mp414.23MB
  59. 17 - XVII. FASTER EXACT ALGORITHMS FOR NP-COMPLETE PROBLEMS (Week 5)/2 - Video (MP4) for Smarter Search for Vertex Cover I (10 min).mp414.14MB
  60. 11 - XI. THE KNAPSACK PROBLEM (Week 3)/1 - Video (MP4) for The Knapsack Problem (10 min).mp414.08MB
  61. 13 - XIII. OPTIMAL BINARY SEARCH TREES (Week 3)/4 - Video (MP4) for A Dynamic Programming Algorithm I (10 min).mp414.05MB
  62. 13 - XIII. OPTIMAL BINARY SEARCH TREES (Week 3)/2 - Video (MP4) for Optimal Substructure (9 min).mp413.94MB
  63. 1 - I. TWO MOTIVATING APPLICATIONS (Week 1)/1 - Video (MP4) for Application_ Internet Routing (11 min).mp413.85MB
  64. 8 - VIII. ADVANCED UNION-FIND (Week 2)/5 - Video (MP4) for Path Compression_ The Hopcroft-Ullman Analysis I [Advanced - Optional].mp413.66MB
  65. 11 - XI. THE KNAPSACK PROBLEM (Week 3)/2 - Video (MP4) for A Dynamic Programming Algorithm (10 min).mp413.61MB
  66. 14 - XIV. THE BELLMAN-FORD ALGORITHM (Week 4)/4 - Video (MP4) for The Basic Algorithm II (11 min).mp413.61MB
  67. 10 - X. INTRODUCTION TO DYNAMIC PROGRAMMING (Week 3)/2 - Video (MP4) for WIS in Path Graphs_ Optimal Substructure (9 min).mp413.52MB
  68. 9 - IX. HUFFMAN CODES (Week 2)/4 - Video (MP4) for Correctness Proof I (10 min).mp413.3MB
  69. 18 - XVIII. APPROXIMATION ALGORITHMS FOR NP-COMPLETE PROBLEMS (Week 6)/5 - Video (MP4) for Knapsack via Dynamic Programming, Revisited (10 min).mp413.22MB
  70. 5 - V. PRIM'S MINIMUM SPANNING TREE ALGORITHM (Week 1)/7 - Video (MP4) for Fast Implementation II (10 min).mp413.17MB
  71. 6 - VI. KRUSKAL'S MINIMUM SPANNING TREE ALGORITHM (Week 2)/3 - Video (MP4) for Implementing Kruskal's Algorithm via Union-Find I (9 min).mp412.9MB
  72. 19 - XIX. LOCAL SEARCH ALGORITHMS (Week 6)/2 - Video (MP4) for The Maximum Cut Problem II (9 min).mp412.84MB
  73. 14 - XIV. THE BELLMAN-FORD ALGORITHM (Week 4)/5 - Video (MP4) for Detecting Negative Cycles (9 min).mp412.78MB
  74. 17 - XVII. FASTER EXACT ALGORITHMS FOR NP-COMPLETE PROBLEMS (Week 5)/1 - Video (MP4) for The Vertex Cover Problem (9 min).mp412.75MB
  75. 19 - XIX. LOCAL SEARCH ALGORITHMS (Week 6)/1 - Video (MP4) for The Maximum Cut Problem I (9 min).mp412.41MB
  76. 18 - XVIII. APPROXIMATION ALGORITHMS FOR NP-COMPLETE PROBLEMS (Week 6)/3 - Video (MP4) for Analysis of a Greedy Knapsack Heuristic II (10 min).mp412.4MB
  77. 6 - VI. KRUSKAL'S MINIMUM SPANNING TREE ALGORITHM (Week 2)/2 - Video (MP4) for Correctness of Kruskal's Algorithm (9 min).mp412.3MB
  78. 10 - X. INTRODUCTION TO DYNAMIC PROGRAMMING (Week 3)/5 - Video (MP4) for Principles of Dynamic Programming (8 min).mp412.27MB
  79. 19 - XIX. LOCAL SEARCH ALGORITHMS (Week 6)/3 - Video (MP4) for Principles of Local Search I (9 min).mp412.22MB
  80. 16 - XVI. NP-COMPLETE PROBLEMS (Week 5)/4 - Video (MP4) for Definition and Interpretation of NP-Completeness II (8 min).mp412.18MB
  81. 14 - XIV. THE BELLMAN-FORD ALGORITHM (Week 4)/3 - Video (MP4) for The Basic Algorithm I (9 min).mp412.11MB
  82. 13 - XIII. OPTIMAL BINARY SEARCH TREES (Week 3)/5 - Video (MP4) for A Dynamic Programming Algorithm II (9 min).mp411.94MB
  83. 7 - VII. CLUSTERING (Week 2)/2 - Video (MP4) for Correctness of Clustering Algorithm (10 min).mp411.93MB
  84. 9 - IX. HUFFMAN CODES (Week 2)/1 - Video (MP4) for Introduction and Motivation (9 min).mp411.89MB
  85. 10 - X. INTRODUCTION TO DYNAMIC PROGRAMMING (Week 3)/1 - Video (MP4) for Introduction_ Weighted Independent Sets in Path Graphs (8 min).mp411.26MB
  86. 1 - I. TWO MOTIVATING APPLICATIONS (Week 1)/2 - Video (MP4) for Application_ Sequence Alignment (9 min).mp411.1MB
  87. 6 - VI. KRUSKAL'S MINIMUM SPANNING TREE ALGORITHM (Week 2)/1 - Video (MP4) for Kruskal's MST Algorithm (8 min).mp411.02MB
  88. 14 - XIV. THE BELLMAN-FORD ALGORITHM (Week 4)/8 - Video (MP4) for Internet Routing II [Optional] (7 min).mp410.68MB
  89. 17 - XVII. FASTER EXACT ALGORITHMS FOR NP-COMPLETE PROBLEMS (Week 5)/3 - Video (MP4) for Smarter Search for Vertex Cover II (8 min).mp410.37MB
  90. 5 - V. PRIM'S MINIMUM SPANNING TREE ALGORITHM (Week 1)/4 - Video (MP4) for Correctness Proof II (8 min).mp410.14MB
  91. 5 - V. PRIM'S MINIMUM SPANNING TREE ALGORITHM (Week 1)/2 - Video (MP4) for Prim's MST Algorithm (8 min).mp49.99MB
  92. 13 - XIII. OPTIMAL BINARY SEARCH TREES (Week 3)/3 - Video (MP4) for Proof of Optimal Substructure (7 min).mp49.86MB
  93. 4 - IV. A SCHEDULING APPLICATION (Week 1)/5 - Video (MP4) for Handling Ties [Advanced - Optional] (7 min).mp49.65MB
  94. 10 - X. INTRODUCTION TO DYNAMIC PROGRAMMING (Week 3)/4 - Video (MP4) for WIS in Path Graphs_ A Reconstruction Algorithm (7 min).mp49.62MB
  95. 15 - XV. ALL-PAIRS SHORTEST PATHS (Week 4)/1 - Video (MP4) for Problem Definition (7 min).mp49.48MB
  96. 4 - IV. A SCHEDULING APPLICATION (Week 1)/3 - Video (MP4) for Correctness Proof - Part I (7 min).mp49.22MB
  97. 18 - XVIII. APPROXIMATION ALGORITHMS FOR NP-COMPLETE PROBLEMS (Week 6)/2 - Video (MP4) for Analysis of a Greedy Knapsack Heuristic I (7 min).mp48.93MB
  98. 4 - IV. A SCHEDULING APPLICATION (Week 1)/1 - Video (MP4) for Problem Definition (6 min).mp47.79MB
  99. 4 - IV. A SCHEDULING APPLICATION (Week 1)/4 - Video (MP4) for Correctness Proof - Part II (5 min).mp46.22MB
  100. 2 - II. SELECTED REVIEW FROM PART I (Week 1)/8 - Video (MP4) for Data Structures_ Overview [Part I Review - Optional] (5).mp44.89MB
  101. 2 - II. SELECTED REVIEW FROM PART I (Week 1)/4 - Video (MP4) for Big-Oh Notation [Part I Review - Optional] (4 min).mp44.36MB
  102. 20 - XX. THE WIDER WORLD OF ALGORITHMS (Week 6)/4 - Video (MP4) for Epilogue (1 min).mp41.79MB
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