Got started taking notes for Chapter 6

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Joseph Ferano 2023-01-21 18:18:58 +07:00
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@ -1068,4 +1068,27 @@ backtrack. However, these graphs can be partitioned.
** 6.1 Minimum Spanning Trees
Weighted graphs open up a whole new universe of algorithms which tend to be a
bit more helpful in modeling real world stuff like roads. A minimum spanning
tree would have all vertices connected but uses the smallest weights for all its
edges.
Prim's Algorithm can be used to construct a spanning tree but because it is a
greedy algorithm. Kruskal's algorithm is a more efficient way to find MSTs with
the use of a /union-find/. This data structure is a /set partition/, which finds
disjointed subsets. These can also be used to solve other interesting problems;
- Maximum Spanning Trees
- Minimum Product Spanning Trees
- Minimum Bottleneck Spanning Tree
However, Steiner Tree and Low-degree Spanning Tree apparently cannot be solved
with the previous two algorithms.
** 6.2 War Story
Minimum Spanning Trees and its corresponding algorithms can help solve Traveling
Salesman Problems
** 6.3 Shortest Paths