Key Information
About the content
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).
Syllabus
- Week 1 - Week 1
The Bellman-Ford algorithm; all-pairs shortest paths. - Week 2 - Week 2
NP-complete problems and exact algorithms for them. - Week 3 - Week 3
Approximation algorithms for NP-complete problems. - Week 4 - Week 4
Local search algorithms for NP-complete problems; the wider world of algorithms.
Instructors
Tim Roughgarden
Professor
Computer Science
Content Designer
Platform
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