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COL351 Analysis and Design of Algorithms

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4 credits (3-1-0)

Pre-requisites: COL106

Overlaps with: MTL342

Checking 2-edge, 2-node and strong connectivity using DFS, Strongly connected components. Greedy algorithms, minimum spanning trees (Prim/Kruskal), Union-find data structure. Matroids. Divide and conquer algorithms. Polynomial multiplication, DFT and FFT. Dynamic Programming, All pairs shortest paths (Bellman-Ford, Floyd Warshall). s-t flows, ford-fulkerson, edmonds-karp, applications of maxflow Intractability, NP-completeness, Polynomial time reductions. String matching, KMP and Rabin-Karp. Universal hashing and applications. Geometric algorithms like convex hulls, multidimensional data structures, plane sweep paradigm.