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prim.js
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140 lines (109 loc) · 3.29 KB
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const GraphBase = require('./graph-base');
const INFINITY = 1e18;
class PrimsMST extends GraphBase {
constructor(numVertices = 0, numEgdes = 0, edges) {
super(numVertices, numEgdes);
this.edges = edges;
}
nearest_vertex(vertices, distance, is_taken) {
let min_distance = INFINITY;
let nearest = -1;
for (let i = 0; i < vertices.length; i++) {
let v = vertices[i];
if (is_taken[v] == false && distance[v] < min_distance) {
min_distance = distance[v];
nearest = v;
}
}
return nearest;
}
getAdjMatrix() {
let Adj = this.getSimpleAdj();
let vertices = [];
Adj.forEach(function (value, key) {
vertices.push(key);
});
let n = vertices[vertices.length - 1];
let matrix = new Array(n + 1);
for (let i = 0; i <= n; i++) {
matrix[i] = new Array(n + 1);
for (let j = 0; j <= n; j++) {
matrix[i][j] = INFINITY;
}
matrix[i][i] = 0;
}
for (let i = 0; i < this.edges.length; i++) {
let edge = this.edges[i];
matrix[edge[0]][edge[1]] = edge[2];
matrix[edge[1]][edge[0]] = edge[2];
}
return matrix;
}
prims_mst() {
let minSpanningTree = { edgeset: [], total_weight: 0 };
let Adj = this.getSimpleAdj();
let vertices = [],
distance = [];
let parent = [],
is_taken = [];
Adj.forEach(function (value, key) {
vertices.push(key);
distance[key] = INFINITY;
is_taken[key] = false;
parent[key] = -1;
});
let n = vertices.length;
let Adj_Matrix = this.getAdjMatrix();
distance[vertices[0]] = 0; //Pick the first vertex always
for (
let i = 1;
i <= n - 1;
i++ //Add n-1 edges [n= number of vertices]
) {
let u = this.nearest_vertex(vertices, distance, is_taken);
is_taken[u] = true;
for (let j = 0; j < n; j++) {
let v = vertices[j];
if (
Adj_Matrix[u][v] > 0 &&
is_taken[v] == false &&
Adj_Matrix[u][v] < distance[v]
) {
distance[v] = Adj_Matrix[u][v];
parent[v] = u;
}
}
}
for (let i = vertices[1]; i <= vertices[n - 1]; i++) {
minSpanningTree.edgeset.push([parent[i], i]);
minSpanningTree.total_weight += Adj_Matrix[parent[i]][i];
}
return minSpanningTree;
}
}
/*************************TEST ********************************/
// const input_file = require('./testfiles/mst_test_kruskal_prim.json');
// const fs = require('fs');
// output_data = new Map();
// for (let testcase = 0; testcase < input_file.length; testcase++) {
// let input = input_file[testcase];
// let vertices = input.vertices
// let edges = input.edges
// const g = new PrimsMST(input.numVertices, input.numEdges , edges)
// for (let i = 0; i < vertices.length; i++) {
// g.addVertex(vertices[i]);
// }
// for (let i = 0; i < input.numEdges; i++) {
// let edge = input.edges[i];
// g.addEdge(edge[0], edge[1], edge[2]);
// g.addEdge(edge[1], edge[0], edge[2]);
// }
// let mst = g.prims_mst()
// console.log(mst)
// // output_data.set('Testcase ' + testcase, mst ) ;
// }
// fs.writeFileSync(
// 'testfiles/output.json',
// JSON.stringify(Array.from(output_data))
// );
module.exports = PrimsMST;