28.1 (Test whether a graph is connected) Write a program that reads a graph from a file and determines whether the graph is connected. The first line in the file contains a number that indicates the number of vertices ( n ). The vertices are labeled as 0 , 1 , . . . , n-1 . Each subsequent line, with the format u v1 v2 ... ,
describes edges ( u , v1 ), ( u , v2 ), and so on. Figure 28.21 gives the examples of
two files for their corresponding graphs.
Your program should prompt the user to enter the name of the file, then it should
read data from the file, create an instance g of UnweightedGraph , invoke
g.printEdges() to display all edges, and invoke dfs() to obtain an instance
tree of AbstractGraph.Tree . If tree.getNumberOfVerticesFound()
is the same as the number of vertices in the graph, the graph is connected.
describes edges ( u , v1 ), ( u , v2 ), and so on. Figure 28.21 gives the examples of
two files for their corresponding graphs.
Your program should prompt the user to enter the name of the file, then it should
read data from the file, create an instance g of UnweightedGraph , invoke
g.printEdges() to display all edges, and invoke dfs() to obtain an instance
tree of AbstractGraph.Tree . If tree.getNumberOfVerticesFound()
is the same as the number of vertices in the graph, the graph is connected.
import java.io.File; import java.io.FileNotFoundException; import java.util.ArrayList; import java.util.List; import java.util.Scanner; public class Exercise01 { public static void main(String[] args) throws FileNotFoundException { System.out.print("Enter a file name: "); @SuppressWarnings("resource") Scanner inputFileName = new Scanner(System.in); String fileName = inputFileName.nextLine(); Scanner inputGraph = new Scanner(new File(fileName)); int numberOfVertices = inputGraph.nextInt(); inputGraph.nextLine(); System.out.println("The number of vertices is " + numberOfVertices); ArrayList<Integer> vertices = new ArrayList<>(); ArrayList<AbstractGraph.Edge> edges = new ArrayList<>(); for (int i = 0; i < numberOfVertices; i++) { Scanner inputVertic = new Scanner(inputGraph.nextLine()); int vertex = inputVertic.nextInt(); vertices.add(vertex); while(inputVertic.hasNext()) { edges.add(new AbstractGraph.Edge(vertex, inputVertic.nextInt())); } inputVertic.close(); } inputGraph.close(); UnweightedGraph<Integer> graph = new UnweightedGraph<>(edges, vertices); graph.printEdges(); if(graph.dfs(0).getNumberOfVerticesFound() == numberOfVertices) { System.out.print("The graph is connected"); } else { System.out.print("The graph is not connected"); } } static class UnweightedGraph<V> extends AbstractGraph<V> { /** Construct an empty graph */ public UnweightedGraph() { } /** Construct a graph from edges and vertices stored in arrays */ public UnweightedGraph(int[][] edges, V[] vertices) { super(edges, vertices); } /** Construct a graph from edges and vertices stored in List */ public UnweightedGraph(List<Edge> edges, List<V> vertices) { super(edges, vertices); } /** Construct a graph for integer vertices 0, 1, 2 and edge list */ public UnweightedGraph(List<Edge> edges, int numberOfVertices) { super(edges, numberOfVertices); } /** Construct a graph from integer vertices 0, 1, and edge array */ public UnweightedGraph(int[][] edges, int numberOfVertices) { super(edges, numberOfVertices); } } static abstract class AbstractGraph<V> implements Graph<V> { protected List<V> vertices = new ArrayList<V>(); // Store vertices protected List<List<Integer>> neighbors = new ArrayList<List<Integer>>(); // Adjacency // lists /** Construct an empty graph */ protected AbstractGraph() { } /** Construct a graph from edges and vertices stored in arrays */ protected AbstractGraph(int[][] edges, V[] vertices) { for (int i = 0; i < vertices.length; i++) this.vertices.add(vertices[i]); createAdjacencyLists(edges, vertices.length); } /** Construct a graph from edges and vertices stored in List */ protected AbstractGraph(List<Edge> edges, List<V> vertices) { for (int i = 0; i < vertices.size(); i++) this.vertices.add(vertices.get(i)); createAdjacencyLists(edges, vertices.size()); } /** Construct a graph for integer vertices 0, 1, 2 and edge list */ @SuppressWarnings("unchecked") protected AbstractGraph(List<Edge> edges, int numberOfVertices) { for (int i = 0; i < numberOfVertices; i++) vertices.add((V) (new Integer(i))); // vertices is {0, 1, ...} createAdjacencyLists(edges, numberOfVertices); } /** Construct a graph from integer vertices 0, 1, and edge array */ @SuppressWarnings("unchecked") protected AbstractGraph(int[][] edges, int numberOfVertices) { for (int i = 0; i < numberOfVertices; i++) vertices.add((V) (new Integer(i))); // vertices is {0, 1, ...} createAdjacencyLists(edges, numberOfVertices); } /** Create adjacency lists for each vertex */ private void createAdjacencyLists(int[][] edges, int numberOfVertices) { // Create a linked list for (int i = 0; i < numberOfVertices; i++) { neighbors.add(new ArrayList<Integer>()); } for (int i = 0; i < edges.length; i++) { int u = edges[i][0]; int v = edges[i][1]; neighbors.get(u).add(v); } } /** Create adjacency lists for each vertex */ private void createAdjacencyLists(List<Edge> edges, int numberOfVertices) { // Create a linked list for each vertex for (int i = 0; i < numberOfVertices; i++) { neighbors.add(new ArrayList<Integer>()); } for (Edge edge : edges) { neighbors.get(edge.u).add(edge.v); } } @Override /** Return the number of vertices in the graph */ public int getSize() { return vertices.size(); } @Override /** Return the vertices in the graph */ public List<V> getVertices() { return vertices; } @Override /** Return the object for the specified vertex */ public V getVertex(int index) { return vertices.get(index); } @Override /** Return the index for the specified vertex object */ public int getIndex(V v) { return vertices.indexOf(v); } @Override /** Return the neighbors of the specified vertex */ public List<Integer> getNeighbors(int index) { return neighbors.get(index); } @Override /** Return the degree for a specified vertex */ public int getDegree(int v) { return neighbors.get(v).size(); } @Override /** Print the edges */ public void printEdges() { for (int u = 0; u < neighbors.size(); u++) { System.out.print(getVertex(u) + " (" + u + "): "); for (int j = 0; j < neighbors.get(u).size(); j++) { System.out.print("(" + u + ", " + neighbors.get(u).get(j) + ") "); } System.out.println(); } } @Override /** Clear graph */ public void clear() { vertices.clear(); neighbors.clear(); } @Override /** Add a vertex to the graph */ public void addVertex(V vertex) { vertices.add(vertex); neighbors.add(new ArrayList<Integer>()); } @Override /** Add an edge to the graph */ public void addEdge(int u, int v) { neighbors.get(u).add(v); neighbors.get(v).add(u); } /** Edge inner class inside the AbstractGraph class */ public static class Edge { public int u; // Starting vertex of the edge public int v; // Ending vertex of the edge /** Construct an edge for (u, v) */ public Edge(int u, int v) { this.u = u; this.v = v; } } @Override /** Obtain a DFS tree starting from vertex v */ /** To be discussed in Section 27.6 */ public Tree dfs(int v) { List<Integer> searchOrder = new ArrayList<Integer>(); int[] parent = new int[vertices.size()]; for (int i = 0; i < parent.length; i++) parent[i] = -1; // Initialize parent[i] to -1 // Mark visited vertices boolean[] isVisited = new boolean[vertices.size()]; // Recursively search dfs(v, parent, searchOrder, isVisited); // Return a search tree return new Tree(v, parent, searchOrder); } /** Recursive method for DFS search */ private void dfs(int v, int[] parent, List<Integer> searchOrder, boolean[] isVisited) { // Store the visited vertex searchOrder.add(v); isVisited[v] = true; // Vertex v visited for (int i : neighbors.get(v)) { if (!isVisited[i]) { parent[i] = v; // The parent of vertex i is v dfs(i, parent, searchOrder, isVisited); // Recursive search } } } @Override /** Starting bfs search from vertex v */ /** To be discussed in Section 27.7 */ public Tree bfs(int v) { List<Integer> searchOrder = new ArrayList<Integer>(); int[] parent = new int[vertices.size()]; for (int i = 0; i < parent.length; i++) parent[i] = -1; // Initialize parent[i] to -1 java.util.LinkedList<Integer> queue = new java.util.LinkedList<Integer>(); // list // used // as // a // queue boolean[] isVisited = new boolean[vertices.size()]; queue.offer(v); // Enqueue v isVisited[v] = true; // Mark it visited while (!queue.isEmpty()) { int u = queue.poll(); // Dequeue to u searchOrder.add(u); // u searched for (int w : neighbors.get(u)) { if (!isVisited[w]) { queue.offer(w); // Enqueue w parent[w] = u; // The parent of w is u isVisited[w] = true; // Mark it visited } } } return new Tree(v, parent, searchOrder); } /** Tree inner class inside the AbstractGraph class */ /** To be discussed in Section 27.5 */ public class Tree { private int root; // The root of the tree private int[] parent; // Store the parent of each vertex private List<Integer> searchOrder; // Store the search order /** Construct a tree with root, parent, and searchOrder */ public Tree(int root, int[] parent, List<Integer> searchOrder) { this.root = root; this.parent = parent; this.searchOrder = searchOrder; } /** Return the root of the tree */ public int getRoot() { return root; } /** Return the parent of vertex v */ public int getParent(int v) { return parent[v]; } /** Return an array representing search order */ public List<Integer> getSearchOrder() { return searchOrder; } /** Return number of vertices found */ public int getNumberOfVerticesFound() { return searchOrder.size(); } /** Return the path of vertices from a vertex to the root */ public List<V> getPath(int index) { ArrayList<V> path = new ArrayList<V>(); do { path.add(vertices.get(index)); index = parent[index]; } while (index != -1); return path; } /** Print a path from the root to vertex v */ public void printPath(int index) { List<V> path = getPath(index); System.out.print("A path from " + vertices.get(root) + " to " + vertices.get(index) + ": "); for (int i = path.size() - 1; i >= 0; i--) System.out.print(path.get(i) + " "); } /** Print the whole tree */ public void printTree() { System.out.println("Root is: " + vertices.get(root)); System.out.print("Edges: "); for (int i = 0; i < parent.length; i++) { if (parent[i] != -1) { // Display an edge System.out.print("(" + vertices.get(parent[i]) + ", " + vertices.get(i) + ") "); } } System.out.println(); } } } interface Graph<V> { /** Return the number of vertices in the graph */ public int getSize(); /** Return the vertices in the graph */ public java.util.List<V> getVertices(); /** Return the object for the specified vertex index */ public V getVertex(int index); /** Return the index for the specified vertex object */ public int getIndex(V v); /** Return the neighbors of vertex with the specified index */ public java.util.List<Integer> getNeighbors(int index); /** Return the degree for a specified vertex */ public int getDegree(int v); /** Print the edges */ public void printEdges(); /** Clear graph */ public void clear(); /** Add a vertex to the graph */ public void addVertex(V vertex); /** Add an edge to the graph */ public void addEdge(int u, int v); /** Obtain a depth-first search tree */ public AbstractGraph<V>.Tree dfs(int v); /** Obtain a breadth-first search tree */ public AbstractGraph<V>.Tree bfs(int v); } }
No comments:
Post a Comment