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week11-return_of_the_jedi

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Tags: Minimal Spanning Tree, DFS, 2nd MST

Key idea:

  • we look for 2nd best MST
  • construct MST with Kruskal --> Leias solution (equivalent to her Prim algorithm in terms of weight)
  • compute max edge on pairwise paths in MST with DFS in O(n^2) (paths are unique in tree)
  • loop through all edges not in MST and compute best differences in adding edge (u,v) and removing worst edge on MST path between u and v
  • WHY? 2nd best MST is attained by adding a single edge that previosuly wasnt in MST and then deleting the largest edge in the cycle that is introduced.
  • Since the graph is fully connected here, it is more efficient to precompute pairwise max_edge_weights in O(n^2) than to do it for each edge in O(E * V)