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KRUSKAL

Kruskal's algorithm(also known as cheapest-link algorithm) is an algorithm used for computing the minimum spanning tree of a undirected edge-weighted graph.

Kruskal's algorithm works by choosing, on each iteration, the cheapest possible edge that does not create a cycle with edges already on the tree. Thus, generally, Kruskal's algorithm builds the MST by creating many disjoint trees that eventually coalesce into one spanning tree. For a visualization, see here (try the large graph to see how Kruskal creates disjoint trees along the way).

PRIM

The main alternative to Kruskal's algorithm for computing a minimum spanning tree is known as Prim's algorithm. Prim's algorithm computes the MST by adding edges to a single connected tree until all vertices have been included in the tree. In other words, start at an arbitrary vertex. Then add the cheapest edge that connects a vertex on the tree to a non-tree vertex. Repeat this procedure until V-1 edges have been added(a tree of a graph has exactly V-1 edges assuming the graph is connected). For a visualization of Prim's algorithm, see here.

For another example of Prim's algorithm:

   G-C       3
   E-D       8
   D-H       6
   I-D       1
   J-E      15
   I-E      11
   G-F      16
   H-G      13
   I-H      12
   J-I       9


Represented graphically as:

   (A)------14-----(B)------2------(C)------10-----(D)------8------(E)
    |              /|              /|              /|              /| 
    |             / |             / |             / |             / | 
    |            /  |            /  |            /  |            /  | 
    |           /   |           /   |           /   |           /   | 
    |          /    |          /    |          /    |          /    | 
    |         /     |         /     |         /     |         /     | 
    |        /      |        /      |        /      |        /      | 
    5       7       17      3       4       6       1       11      15
    |      /        |      /        |      /        |      /        | 
    |     /         |     /         |     /         |     /         | 
    |    /          |    /          |    /          |    /          | 
    |   /           |   /           |   /           |   /           | 
    |  /            |  /            |  /            |  /            | 
    | /             | /             | /             | /             | 
    |/              |/              |/              |/              | 
   (F)------16-----(G)------13-----(H)------12-----(I)------9------(J)

If we start Prim's algorithm from G, the order in which edges are added to the MST (edge specified by weight) is :

3 2 4 6 1 7 5 8 9

Note that it is not necessary that edges are added from cheapest to most expensive, as is the case for Kruskal.

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Ph.D. on Applied Mathematics in Aug 2007. Involved on applications of image super-resolution to electron microscopy

Francisco Blanco-Silva