CS 170 Efficient Algorithms and Intractable Problems
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The CS 170 Efficient Algorithms and Intractable Problems course basically provides students about the familiarity with algorithms for recurring fundamental problems. It also comprehends students about the design algorithms to resolve novel problems. Under this course, students will study regarding the concept of the intrinsic difficulty of specified computational problems.
The course is quite wide and encompasses topics, such as, concept and basic techniques within the style and analysis of algorithms; models of computation; lower bounds; algorithms for optimum search trees, balanced trees and UNION-FIND algorithms; numerical and pure mathematics algorithms; combinatorial algorithms and many more.
Topics covered:
1. Divide and conquer
2. Graphs and trees
3. Depth-first search
4. Topological sort; strongly-connected parts
5. Breadth-first search
6. Shortest paths; Dijkstra and Bellman-Ford
7. Minimum spanning trees
8. Union/find analysis
9. Hofmann codes
10. Lempel-Ziv codes
11. Randomized min-cut
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