|
| 1 | +/* |
| 2 | + * Tarjan's Algorithm for Bridges and Articulation Points in a Graph |
| 3 | + * |
| 4 | + * 👉 What are Bridges? |
| 5 | + * An edge in a graph is a "bridge" if removing it increases the number of connected components. |
| 6 | + * |
| 7 | + * 👉 What are Articulation Points (Cut Vertices)? |
| 8 | + * A vertex is an articulation point if removing it increases the number of connected components. |
| 9 | + * |
| 10 | + * 📌 Why Important? |
| 11 | + * These concepts are critical in: |
| 12 | + * - Network reliability (finding weak links in a network). |
| 13 | + * - System design (critical servers or routers). |
| 14 | + * - Graph theory problems in competitive programming. |
| 15 | + * |
| 16 | + * 📌 Algorithm Idea (Tarjan’s DFS): |
| 17 | + * - Perform DFS traversal of the graph. |
| 18 | + * - Maintain: |
| 19 | + * 1. discovery[] = time when a node is discovered |
| 20 | + * 2. low[] = lowest discovery time reachable from that node |
| 21 | + * - For a node u and its neighbor v: |
| 22 | + * - If low[v] > discovery[u], then edge (u, v) is a BRIDGE. |
| 23 | + * - If discovery[u] <= low[v], then u is an ARTICULATION POINT. |
| 24 | + * |
| 25 | + * Time Complexity: O(V + E) |
| 26 | + * Space Complexity: O(V) |
| 27 | + */ |
| 28 | + |
| 29 | +import java.util.*; |
| 30 | + |
| 31 | +public class TarjanBridgesArticulation { |
| 32 | + private int V; // number of vertices |
| 33 | + private List<List<Integer>> adj; // adjacency list |
| 34 | + private int time; // global time for DFS traversal |
| 35 | + |
| 36 | + private int[] discovery; // discovery time of nodes |
| 37 | + private int[] low; // lowest discovery time reachable |
| 38 | + private boolean[] visited; |
| 39 | + private boolean[] isArticulation; // articulation marker |
| 40 | + |
| 41 | + // Constructor |
| 42 | + public TarjanBridgesArticulation(int vertices) { |
| 43 | + this.V = vertices; |
| 44 | + adj = new ArrayList<>(); |
| 45 | + for (int i = 0; i < V; i++) { |
| 46 | + adj.add(new ArrayList<>()); |
| 47 | + } |
| 48 | + discovery = new int[V]; |
| 49 | + low = new int[V]; |
| 50 | + visited = new boolean[V]; |
| 51 | + isArticulation = new boolean[V]; |
| 52 | + time = 0; |
| 53 | + } |
| 54 | + |
| 55 | + // Add edge (undirected graph) |
| 56 | + public void addEdge(int u, int v) { |
| 57 | + adj.get(u).add(v); |
| 58 | + adj.get(v).add(u); |
| 59 | + } |
| 60 | + |
| 61 | + // DFS helper |
| 62 | + private void dfs(int u, int parent, List<String> bridges) { |
| 63 | + visited[u] = true; |
| 64 | + discovery[u] = low[u] = ++time; // initialize discovery and low |
| 65 | + |
| 66 | + int children = 0; // count of children in DFS Tree |
| 67 | + |
| 68 | + for (int v : adj.get(u)) { |
| 69 | + if (v == parent) continue; // ignore the edge to parent |
| 70 | + |
| 71 | + if (!visited[v]) { |
| 72 | + children++; |
| 73 | + dfs(v, u, bridges); |
| 74 | + |
| 75 | + // Update low[u] considering child v |
| 76 | + low[u] = Math.min(low[u], low[v]); |
| 77 | + |
| 78 | + // --- Bridge condition --- |
| 79 | + if (low[v] > discovery[u]) { |
| 80 | + bridges.add("Bridge found: (" + u + " - " + v + ")"); |
| 81 | + } |
| 82 | + |
| 83 | + // --- Articulation Point condition --- |
| 84 | + if (parent != -1 && low[v] >= discovery[u]) { |
| 85 | + isArticulation[u] = true; |
| 86 | + } |
| 87 | + } else { |
| 88 | + // Update low[u] for back edge |
| 89 | + low[u] = Math.min(low[u], discovery[v]); |
| 90 | + } |
| 91 | + } |
| 92 | + |
| 93 | + // Root articulation condition |
| 94 | + if (parent == -1 && children > 1) { |
| 95 | + isArticulation[u] = true; |
| 96 | + } |
| 97 | + } |
| 98 | + |
| 99 | + // Main function to find Bridges and Articulation Points |
| 100 | + public void findBridgesAndArticulationPoints() { |
| 101 | + List<String> bridges = new ArrayList<>(); |
| 102 | + |
| 103 | + for (int i = 0; i < V; i++) { |
| 104 | + if (!visited[i]) { |
| 105 | + dfs(i, -1, bridges); |
| 106 | + } |
| 107 | + } |
| 108 | + |
| 109 | + // Print Bridges |
| 110 | + System.out.println("🔗 Bridges in the Graph:"); |
| 111 | + if (bridges.isEmpty()) { |
| 112 | + System.out.println("No bridges found."); |
| 113 | + } else { |
| 114 | + for (String b : bridges) System.out.println(b); |
| 115 | + } |
| 116 | + |
| 117 | + // Print Articulation Points |
| 118 | + System.out.println("\n⚡ Articulation Points in the Graph:"); |
| 119 | + boolean foundAP = false; |
| 120 | + for (int i = 0; i < V; i++) { |
| 121 | + if (isArticulation[i]) { |
| 122 | + System.out.println("Articulation Point: " + i); |
| 123 | + foundAP = true; |
| 124 | + } |
| 125 | + } |
| 126 | + if (!foundAP) { |
| 127 | + System.out.println("No articulation points found."); |
| 128 | + } |
| 129 | + } |
| 130 | + |
| 131 | + // --- Driver Code / Example --- |
| 132 | + public static void main(String[] args) { |
| 133 | + /* |
| 134 | + * Example Graph: |
| 135 | + * 0 ----- 1 |
| 136 | + * | / | |
| 137 | + * | / | |
| 138 | + * | / | |
| 139 | + * 2 3 |
| 140 | + * | |
| 141 | + * 4 |
| 142 | + */ |
| 143 | + TarjanBridgesArticulation graph = new TarjanBridgesArticulation(5); |
| 144 | + |
| 145 | + graph.addEdge(0, 1); |
| 146 | + graph.addEdge(0, 2); |
| 147 | + graph.addEdge(1, 2); |
| 148 | + graph.addEdge(1, 3); |
| 149 | + graph.addEdge(3, 4); |
| 150 | + |
| 151 | + graph.findBridgesAndArticulationPoints(); |
| 152 | + } |
| 153 | +} |
| 154 | + |
0 commit comments