How does Prim’s Algorithm Work? The idea behind Prim’s algorithm is simple, a spanning tree means all vertices must be connected. So the two disjoint subsets (discussed above) of vertices must be connected to make a Spanning Tree. And they must be connected with the minimum weight edge to make it a Minimum Spanning Tree. // A C / C++ program for Prim's Minimum Spanning Tree (MST) algorithm. // The program is for adjacency matrix representation of the graph #include <stdio.h> #include <limits.h> // Number of vertices in the graph #define V 5 // A utility function to find the vertex with minimum key value, from // the set of vertices not yet included in MST int minKey( int key[], bool mstSet[]) { // Initialize min value int min = INT_MAX, min_index; for ( int v = 0; v < V; v++) if (mstSet[v] == false && key[v] < min) min = key[v], min_index = v; return min_index; } // A utility function to print the constructed MST stored in parent[] int printMST( int parent[], int n, int graph[V][V]) { printf ( "Edge Weight\n" ); for ( int i = 1; i < V; i++) printf ( "%d - %d %d \n" , parent[i], i, graph[i][parent[i]]); } // Function to construct and print MST for a graph represented using adjacency // matrix representation void primMST( int graph[V][V]) { int parent[V]; // Array to store constructed MST int key[V]; // Key values used to pick minimum weight edge in cut bool mstSet[V]; // To represent set of vertices not yet included in MST // Initialize all keys as INFINITE for ( int i = 0; i < V; i++) key[i] = INT_MAX, mstSet[i] = false ; // Always include first 1st vertex in MST. key[0] = 0; // Make key 0 so that this vertex is picked as first vertex parent[0] = -1; // First node is always root of MST // The MST will have V vertices for ( int count = 0; count < V-1; count++) { // Pick the minimum key vertex from the set of vertices // not yet included in MST int u = minKey(key, mstSet); // Add the picked vertex to the MST Set mstSet[u] = true ; // Update key value and parent index of the adjacent vertices of // the picked vertex. Consider only those vertices which are not yet // included in MST for ( int v = 0; v < V; v++) // graph[u][v] is non zero only for adjacent vertices of m // mstSet[v] is false for vertices not yet included in MST // Update the key only if graph[u][v] is smaller than key[v] if (graph[u][v] && mstSet[v] == false && graph[u][v] < key[v]) parent[v] = u, key[v] = graph[u][v]; } // print the constructed MST printMST(parent, V, graph); } // driver program to test above function int main() { /* Let us create the following graph 2 3 (0)--(1)--(2) | / \ | 6| 8/ \5 |7 | / \ | (3)-------(4) 9 */ int graph[V][V] = {{0, 2, 0, 6, 0}, {2, 0, 3, 8, 5}, {0, 3, 0, 0, 7}, {6, 8, 0, 0, 9}, {0, 5, 7, 9, 0}, }; // Print the solution primMST(graph); return 0; }
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Monday, February 27, 2017
Prim's Algorithm
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