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102 lines (95 loc) · 3.8 KB
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// Stepsort · Johnson's Algorithm
// Category: Graph
// Animated walkthrough: https://stepsort.prakashraj.me/algorithm/johnson-algorithm
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import java.util.PriorityQueue;
public class Main {
static final long INF = Long.MAX_VALUE / 4;
static class DirectedEdge {
int u, v;
long w;
DirectedEdge(int u, int v, long w) { this.u = u; this.v = v; this.w = w; }
}
static long[] bellmanFord(int n, List<DirectedEdge> edges, int source) {
long[] dist = new long[n];
Arrays.fill(dist, INF);
dist[source] = 0;
for (int round = 0; round < n; round++) { // at most n rounds of relaxation
boolean changed = false;
for (DirectedEdge e : edges) {
if (dist[e.u] < INF && dist[e.u] + e.w < dist[e.v]) {
dist[e.v] = dist[e.u] + e.w;
changed = true;
}
}
if (!changed) break;
}
for (DirectedEdge e : edges)
if (dist[e.u] < INF && dist[e.u] + e.w < dist[e.v])
return null; // negative cycle detected
return dist;
}
static long[] dijkstra(int n, List<List<long[]>> adj, int source) {
long[] dist = new long[n];
Arrays.fill(dist, INF);
PriorityQueue<long[]> pq = new PriorityQueue<>((a, b) -> Long.compare(a[0], b[0]));
dist[source] = 0;
pq.add(new long[]{0L, source});
while (!pq.isEmpty()) {
long[] top = pq.poll();
int u = (int) top[1];
if (top[0] > dist[u]) continue;
for (long[] e : adj.get(u)) {
int v = (int) e[0];
if (top[0] + e[1] < dist[v]) {
dist[v] = top[0] + e[1];
pq.add(new long[]{dist[v], v});
}
}
}
return dist;
}
static long[][] johnson(int n, List<DirectedEdge> edges) {
// Virtual vertex n with 0-weight arcs feeds Bellman-Ford potentials
List<DirectedEdge> extended = new ArrayList<>(edges);
for (int v = 0; v < n; v++) extended.add(new DirectedEdge(n, v, 0));
long[] h = bellmanFord(n + 1, extended, n);
if (h == null) return null;
List<List<long[]>> adj = new ArrayList<>();
for (int i = 0; i < n; i++) adj.add(new ArrayList<>());
for (DirectedEdge e : edges)
adj.get(e.u).add(new long[]{e.v, e.w + h[e.u] - h[e.v]}); // reweighted >= 0
long[][] result = new long[n][n];
for (int s = 0; s < n; s++) {
long[] dist = dijkstra(n, adj, s);
for (int v = 0; v < n; v++)
result[s][v] = dist[v] >= INF ? INF : dist[v] - h[s] + h[v]; // undo reweighting
}
return result;
}
public static void main(String[] args) {
int n = 5;
List<DirectedEdge> edges = new ArrayList<>(Arrays.asList(
new DirectedEdge(0, 1, 3), new DirectedEdge(0, 2, 8), new DirectedEdge(0, 4, -4),
new DirectedEdge(1, 3, 1), new DirectedEdge(1, 4, 7),
new DirectedEdge(2, 1, 4),
new DirectedEdge(3, 0, 2), new DirectedEdge(3, 2, -5),
new DirectedEdge(4, 3, 6)));
long[][] dist = johnson(n, edges);
if (dist == null) {
System.out.println("Graph contains a negative weight cycle");
return;
}
System.out.println("All-pairs shortest path distances:");
for (int u = 0; u < n; u++) {
StringBuilder row = new StringBuilder();
for (int v = 0; v < n; v++) {
if (v > 0) row.append(" ");
row.append(dist[u][v] >= INF ? "inf" : String.valueOf(dist[u][v]));
}
System.out.println(row.toString());
}
}
}