Skip to content

Commit

Permalink
Create Kruskal’s Algorithm.cpp
Browse files Browse the repository at this point in the history
  • Loading branch information
umbridge authored Oct 6, 2020
1 parent a7eb4cc commit d20dc90
Showing 1 changed file with 159 additions and 0 deletions.
159 changes: 159 additions & 0 deletions GreedyAlgorithms/Kruskal’s Algorithm.cpp
Original file line number Diff line number Diff line change
@@ -0,0 +1,159 @@
// C++ program for Kruskal's algorithm to find Minimum
// Spanning Tree of a given connected, undirected and
// weighted graph
#include<bits/stdc++.h>
using namespace std;

// Creating shortcut for an integer pair
typedef pair<int, int> iPair;

// Structure to represent a graph
struct Graph
{
int V, E;
vector< pair<int, iPair> > edges;

// Constructor
Graph(int V, int E)
{
this->V = V;
this->E = E;
}

// Utility function to add an edge
void addEdge(int u, int v, int w)
{
edges.push_back({w, {u, v}});
}

// Function to find MST using Kruskal's
// MST algorithm
int kruskalMST();
};

// To represent Disjoint Sets
struct DisjointSets
{
int *parent, *rnk;
int n;

// Constructor.
DisjointSets(int n)
{
// Allocate memory
this->n = n;
parent = new int[n+1];
rnk = new int[n+1];

// Initially, all vertices are in
// different sets and have rank 0.
for (int i = 0; i <= n; i++)
{
rnk[i] = 0;

//every element is parent of itself
parent[i] = i;
}
}

// Find the parent of a node 'u'
// Path Compression
int find(int u)
{
/* Make the parent of the nodes in the path
from u--> parent[u] point to parent[u] */
if (u != parent[u])
parent[u] = find(parent[u]);
return parent[u];
}

// Union by rank
void merge(int x, int y)
{
x = find(x), y = find(y);

/* Make tree with smaller height
a subtree of the other tree */
if (rnk[x] > rnk[y])
parent[y] = x;
else // If rnk[x] <= rnk[y]
parent[x] = y;

if (rnk[x] == rnk[y])
rnk[y]++;
}
};

/* Functions returns weight of the MST*/

int Graph::kruskalMST()
{
int mst_wt = 0; // Initialize result

// Sort edges in increasing order on basis of cost
sort(edges.begin(), edges.end());

// Create disjoint sets
DisjointSets ds(V);

// Iterate through all sorted edges
vector< pair<int, iPair> >::iterator it;
for (it=edges.begin(); it!=edges.end(); it++)
{
int u = it->second.first;
int v = it->second.second;

int set_u = ds.find(u);
int set_v = ds.find(v);

// Check if the selected edge is creating
// a cycle or not (Cycle is created if u
// and v belong to same set)
if (set_u != set_v)
{
// Current edge will be in the MST
// so print it
cout << u << " - " << v << endl;

// Update MST weight
mst_wt += it->first;

// Merge two sets
ds.merge(set_u, set_v);
}
}

return mst_wt;
}

// Driver program to test above functions
int main()
{
/* Let us create above shown weighted
and unidrected graph */
int V = 9, E = 14;
Graph g(V, E);

// making above shown graph
g.addEdge(0, 1, 4);
g.addEdge(0, 7, 8);
g.addEdge(1, 2, 8);
g.addEdge(1, 7, 11);
g.addEdge(2, 3, 7);
g.addEdge(2, 8, 2);
g.addEdge(2, 5, 4);
g.addEdge(3, 4, 9);
g.addEdge(3, 5, 14);
g.addEdge(4, 5, 10);
g.addEdge(5, 6, 2);
g.addEdge(6, 7, 1);
g.addEdge(6, 8, 6);
g.addEdge(7, 8, 7);

cout << "Edges of MST are \n";
int mst_wt = g.kruskalMST();

cout << "\nWeight of MST is " << mst_wt;

return 0;
}

0 comments on commit d20dc90

Please sign in to comment.