/** * Run breadth first search on an undirected graph. * Runs in O(E + V) time. * * The `BreadthFirstPaths` class represents a data type for finding shortest paths(number * of edges) from a source vertex `s` (or a set of source vertices) to every other vertex * in an undirected graph. * This implementation uses BFS search thoughts. * */ public class BreadthFirstPaths { private static final int INFINITY = Integer.MAX_VALUE; private boolean[] marked; // marked[v] = is there an s-v path private int[] edgeTo; // edgeTo[v] = previous edge on shortest s-v path private int[] distTo; // distTo[v] = number of edges shortest s-v path // Computes the shortest path between the source vertex `s` and every other vertex in the // graph `G` public BreadthFirstPaths(Graph G, int s) { marked = new boolean[G.V()]; distTo = new int[G.V()]; edgeTo = new int[G.V()]; validateVertex(s); bfs(G, s); assert check(G, s); } // Computes the shortest path between any one of the source vertices in `sources` and // every other vertex in graph `G` public BreadthFirstPaths(Graph G, Iterablesources) { marked = new boolean[G.V()]; distTo = new int[G.V()]; edgeTo = new int[G.V()]; for(int v = 0; v < G.V(); v++) { distTo[v] = INFINITY; } validateVertices(sources); bfs(G, sources); } // breadth-first search from a single source private void bfs(Graph G, int s) { Queue q = new Queue(); for(int v = 0; v < G.V(); v++) distTo[v] = INFINITY; distTo[s] = 0; marked[s] = true; q.enqueue(s); while(!q.isEmpty()) { int v = q.dequeue(); for(int w:G.adj(v)) { if(!marked[w]) { edgeTo[w] = v; distTo[w] = distTo[v] + 1; marked[w] = true; q.enqueue(w); } } } } // breadth-first search from multiple sources private void bfs(Graph G, Iterable sources) { Queue q = new Queue(); for(int s:sources) { marked[s] = true; distTo[s] = 0; q.enqueue(s); } while(!q.isEmpty()) { int v = q.dequeue(); for(int w:G.adj(v)) { if(!marked[w]) { edgeTo[w] = v; distTo[w] = distTo[v] + 1; marked[w] = true; q.enqueue(w); } } } } // is there a path between the source vertex `s`(or sources) and vertex `v` ? public boolean hasPathTo(int v) { validateVertex(v); return marked[v]; } // Returns the number of edges in a shortest path between the source vertex `s`(or sources) and // vertex `v` public int distTo(int v) { validateVertex(v); return distTo[v]; } // Returns a shortest path between the source vertex `s`(or sources) and `v`, or `null` // if no such path. public Iterable pathTo(int v) { validateVertex(v); if(!hasPathTo(v)) return null; Stack path = new Stack(); int x; for(x = v; distTo[x] != 0; x = edgeTo[x]) path.push(x); path.push(x); return path; } // check optimality conditions for single soruce private boolean check(Graph G, int s) { // check that the distance of s = 0 if(distTo[s] != 0) { StdOut.println("distance of source " + s + " to itself = " + distTo[s]); return false; } // check that for each edge v-w dist[w] <= dist[v] + 1 // provided v is reachable from s for(int v = 0; v < G.V(); v++) { for(int w:G.adj(v)) { if(hasPathTo(v) != hasPathTo(w)) { StdOut.println("edge " + v + "-" + w); StdOut.println("hasPathTo(" + v + ") = " + hasPathTo(v)); StdOut.println("hasPathTo(" + w + ") = " + hasPathTo(w)); return false; } if(hasPathTo(v) && (distTo[w] > distTo[v] + 1)) { StdOut.println("edge " + v + "-" + w); StdOut.println("distTo[" + v + " ] = " + distTo[v]); StdOut.println("distTo[" + w + " ] = " + distTo[w]); return false; } } } // check that v = edgeTo[w] satisfies distTo[w] = distTo[v] + 1 // provided v is reachable from s for(int w = 0; w < G.V(); w++) { if(!hasPathTo(w) || w == s) continue; int v = edgeTo[w]; if(distTo[w] != distTo[v] + 1) { StdOut.println("shortest path edge " + v + "-" + w); StdOut.println("distTo[" + v + "] = " + distTo[v]); StdOut.println("distTo[" + w + "] = " + distTo[w]); return false; } } return true; } // throw an IllegalArgumentException unless `0 <= v < V` private void validateVertex(int v) { int V = marked.length; if(v < 0 || v >= V) throw new IllegalArgumentException("vertex " + v + " is not between 0 and " + (V - 1)); } // throw an IllegalArgumentException unless `0 <= v < V` private void validateVertex(Iterable vertices) { if(vertices == null) throw new IllegalArgumentException("argument is null"); int V = marked.length; for(int V:vertices) { if(v < 0 || v >= V) { throw new IllegalArgumentException("vertex " + v + " is not between 0 and " + (V - 1)); } } } // test public static void main(String[] args) { In in = new In(args[0]); Graph G = new Graph(in); int s = Integer.parseInt(args[1]); BreadthFirstPaths bfs = new BreadthFirstPaths(G, s); for(int v = 0; v < G.V(); v++) { if(bfs.hasPathTo(v)) { StdOut.printf("%d to %d (%d): ", s, v, bfs.distTo(v)); for(int x:bfs.pathTo(v)) { if(x == s) StdOut.print(x); else StdOut.print("-" + x); } StdOut.println(); } else { StdOut.printf("%d to %d (-): not connected\n", s, v); } } } }