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| 1 | +package com.thealgorithms.graphs; |
| 2 | + |
| 3 | +import java.util.*; |
| 4 | + |
| 5 | +/** |
| 6 | + * Implementation of Prim's Algorithm for finding the Minimum Spanning Tree (MST) |
| 7 | + * of a connected, undirected, weighted graph. |
| 8 | + * |
| 9 | + * Prim’s algorithm builds the MST by always choosing the minimum weight edge |
| 10 | + * that connects a vertex in the MST to a vertex outside it. |
| 11 | + * |
| 12 | + * Time Complexity: O(E log V) |
| 13 | + * Space Complexity: O(V) |
| 14 | + * |
| 15 | + * https://en.wikipedia.org/wiki/Prim%27s_algorithm |
| 16 | + * |
| 17 | + * Example: |
| 18 | + * Graph: |
| 19 | + * A - B (4) |
| 20 | + * A - C (3) |
| 21 | + * B - C (1) |
| 22 | + * B - D (2) |
| 23 | + * C - D (4) |
| 24 | + * |
| 25 | + * MST edges: |
| 26 | + * B - C (1) |
| 27 | + * B - D (2) |
| 28 | + * A - C (3) |
| 29 | + * |
| 30 | + * @author OpenAI |
| 31 | + */ |
| 32 | +public final class PrimsAlgorithm { |
| 33 | + |
| 34 | + private PrimsAlgorithm() { |
| 35 | + } |
| 36 | + |
| 37 | + /** |
| 38 | + * Represents an edge in the graph. |
| 39 | + */ |
| 40 | + private static class Edge { |
| 41 | + String to; |
| 42 | + int weight; |
| 43 | + |
| 44 | + Edge(String to, int weight) { |
| 45 | + this.to = to; |
| 46 | + this.weight = weight; |
| 47 | + } |
| 48 | + } |
| 49 | + |
| 50 | + /** |
| 51 | + * Graph represented as adjacency list. |
| 52 | + */ |
| 53 | + public static class Graph { |
| 54 | + private final Map<String, List<Edge>> adj = new LinkedHashMap<>(); |
| 55 | + |
| 56 | + /** |
| 57 | + * Adds an undirected weighted edge between u and v. |
| 58 | + */ |
| 59 | + public void addEdge(String u, String v, int weight) { |
| 60 | + adj.computeIfAbsent(u, k -> new ArrayList<>()).add(new Edge(v, weight)); |
| 61 | + adj.computeIfAbsent(v, k -> new ArrayList<>()).add(new Edge(u, weight)); |
| 62 | + } |
| 63 | + } |
| 64 | + |
| 65 | + /** |
| 66 | + * Runs Prim’s Algorithm to compute the MST. |
| 67 | + * |
| 68 | + * @param graph the input graph |
| 69 | + * @param start the starting vertex |
| 70 | + * @return list of edges representing the MST |
| 71 | + */ |
| 72 | + public static List<String> primsMST(Graph graph, String start) { |
| 73 | + List<String> mstEdges = new ArrayList<>(); |
| 74 | + Set<String> visited = new HashSet<>(); |
| 75 | + PriorityQueue<Edge> pq = new PriorityQueue<>(Comparator.comparingInt(e -> e.weight)); |
| 76 | + |
| 77 | + visited.add(start); |
| 78 | + pq.addAll(graph.adj.get(start)); |
| 79 | + |
| 80 | + while (!pq.isEmpty()) { |
| 81 | + Edge edge = pq.poll(); |
| 82 | + if (visited.contains(edge.to)) continue; |
| 83 | + |
| 84 | + visited.add(edge.to); |
| 85 | + mstEdges.add(edge.to); |
| 86 | + |
| 87 | + for (Edge next : graph.adj.get(edge.to)) { |
| 88 | + if (!visited.contains(next.to)) { |
| 89 | + pq.offer(next); |
| 90 | + } |
| 91 | + } |
| 92 | + } |
| 93 | + |
| 94 | + return mstEdges; |
| 95 | + } |
| 96 | + |
| 97 | + /** |
| 98 | + * Example usage. |
| 99 | + */ |
| 100 | + public static void main(String[] args) { |
| 101 | + Graph graph = new Graph(); |
| 102 | + graph.addEdge("A", "B", 4); |
| 103 | + graph.addEdge("A", "C", 3); |
| 104 | + graph.addEdge("B", "C", 1); |
| 105 | + graph.addEdge("B", "D", 2); |
| 106 | + graph.addEdge("C", "D", 4); |
| 107 | + |
| 108 | + List<String> mst = primsMST(graph, "A"); |
| 109 | + System.out.println("MST vertices (order added): " + mst); |
| 110 | + } |
| 111 | +} |
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