The primary topics in this part of the specialization are: shortest paths (Bellman-Ford, Floyd-Warshall, Johnson), NP-completeness and what it means for the algorithm designer, and strategies for coping with computationally intractable problems (analysis of heuristics, local search).
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课程信息
您将获得的技能
- Data Structure
- Algorithms
- Np-Completeness
- Dynamic Programming
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斯坦福大学
The Leland Stanford Junior University, commonly referred to as Stanford University or Stanford, is an American private research university located in Stanford, California on an 8,180-acre (3,310 ha) campus near Palo Alto, California, United States.
授课大纲 - 您将从这门课程中学到什么
Week 1
The Bellman-Ford algorithm; all-pairs shortest paths.
Week 2
NP-complete problems and exact algorithms for them.
Week 3
Approximation algorithms for NP-complete problems.
Week 4
Local search algorithms for NP-complete problems; the wider world of algorithms.
审阅
- 5 stars85.11%
- 4 stars13.05%
- 3 stars1.17%
- 2 stars0.52%
- 1 star0.13%
来自SHORTEST PATHS REVISITED, NP-COMPLETE PROBLEMS AND WHAT TO DO ABOUT THEM的热门评论
Challenging, but does a great job of presenting some important concepts at a high-level and showing where to continue learning.
Really happy to finish this specialization and I will still study algorithms in the future.
This is the most challenging course in this specialization. Assignments as well as test questions require good amount of thinking. One of the best courses I did on Coursera.
Great course, great explanation from instructor. I loved how Tim Roughgarden explains algorithms. Course Load was just right for me. Great experience!
关于 算法 专项课程
Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This specialization is an introduction to algorithms for learners with at least a little programming experience. The specialization is rigorous but emphasizes the big picture and conceptual understanding over low-level implementation and mathematical details. After completing this specialization, you will be well-positioned to ace your technical interviews and speak fluently about algorithms with other programmers and computer scientists.

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