Skip to content
Open
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
62 changes: 62 additions & 0 deletions Javascript/graph/kruskal.js
Original file line number Diff line number Diff line change
@@ -0,0 +1,62 @@
import Graph from '../../../data-structures/graph/Graph';
import QuickSort from '../../sorting/quick-sort/QuickSort';
import DisjointSet from '../../../data-structures/disjoint-set/DisjointSet';

/**
* @param {Graph} graph
* @return {Graph}
*/
export default function kruskal(graph) {
// It should fire error if graph is directed since the algorithm works only
// for undirected graphs.
if (graph.isDirected) {
throw new Error('Kruskal\'s algorithms works only for undirected graphs');
}

// Init new graph that will contain minimum spanning tree of original graph.
const minimumSpanningTree = new Graph();

// Sort all graph edges in increasing order.
const sortingCallbacks = {
/**
* @param {GraphEdge} graphEdgeA
* @param {GraphEdge} graphEdgeB
*/
compareCallback: (graphEdgeA, graphEdgeB) => {
if (graphEdgeA.weight === graphEdgeB.weight) {
return 1;
}

return graphEdgeA.weight <= graphEdgeB.weight ? -1 : 1;
},
};
const sortedEdges = new QuickSort(sortingCallbacks).sort(graph.getAllEdges());

// Create disjoint sets for all graph vertices.
const keyCallback = (graphVertex) => graphVertex.getKey();
const disjointSet = new DisjointSet(keyCallback);

graph.getAllVertices().forEach((graphVertex) => {
disjointSet.makeSet(graphVertex);
});

// Go through all edges started from the minimum one and try to add them
// to minimum spanning tree. The criteria of adding the edge would be whether
// it is forms the cycle or not (if it connects two vertices from one disjoint
// set or not).
for (let edgeIndex = 0; edgeIndex < sortedEdges.length; edgeIndex += 1) {
/** @var {GraphEdge} currentEdge */
const currentEdge = sortedEdges[edgeIndex];

// Check if edge forms the cycle. If it does then skip it.
if (!disjointSet.inSameSet(currentEdge.startVertex, currentEdge.endVertex)) {
// Unite two subsets into one.
disjointSet.union(currentEdge.startVertex, currentEdge.endVertex);

// Add this edge to spanning tree.
minimumSpanningTree.addEdge(currentEdge);
}
}

return minimumSpanningTree;
}