图论01

编程入门行业动态更新时间:2024-10-10 02:17:07

图论01

文章目录

1. 代码仓库
2. 图的基本表示的比较
3. 邻接矩阵：Array和TreeSet
- 3.1 图示
- 3.2 Array主要代码解析
- 3.3 测试输出
- 3.4 使用TreeSet的代码
4. 邻接表：LinkedList
- 4.1 图示
- 4.2 LinkedList主要代码解析
- 4.3 测试输出
5. 完整代码
- 5.1 邻接表 - Array
- 5.2 邻接表-TreeSet
- 5.3 邻接矩阵-LinkedList
- 5.4 输入文件

1. 代码仓库

2. 图的基本表示的比较

3. 邻接矩阵：Array和TreeSet

3.1 图示

3.2 Array主要代码解析

代码有删减

public AdjMatrix(String filename){File file = new File(filename);try(Scanner scanner = new Scanner(file)){       V = scanner.nextInt(); //读取第一行第一个数,代表图中的顶点数//构造邻接矩阵adj = new int[V][V]; E = scanner.nextInt(); //读取第一行第二个数，代表图中边的数量// E是边的数量，在g.txt中表示为第二行开始的E行for (int i = 0; i < E; i++) {int a = scanner.nextInt(); //读取边的一个顶点int b = scanner.nextInt(); //读取边的另一个顶点adj[a][b] = 1; //存在边则设置为1adj[b][a] = 1;}}
}

3.3 测试输出

3.4 使用TreeSet的代码

代码有删减
只需要改动一行

adj = new TreeSet[V]; //构造邻接表, V行，V个LinkedList

4. 邻接表：LinkedList

4.1 图示

4.2 LinkedList主要代码解析

代码有删减

public class AdjList {private int V;private int E;private LinkedList<Integer>[] adj;public AdjList(String filename){File file = new File(filename);try(Scanner scanner = new Scanner(file)){V = scanner.nextInt();/*构造邻接表, V行，V个LinkedList*/adj = new LinkedList[V]; for (int i = 0; i < V; i++) {adj[i] = new LinkedList<Integer>();}E = scanner.nextInt(); //读取第一行第二个数// E是边的数量，在g.txt中表示为第二行开始的E行for (int i = 0; i < E; i++) {int a = scanner.nextInt(); //读取边的一个顶点int b = scanner.nextInt(); //读取边的另一个顶点adj[a].add(b);adj[b].add(a);}}}

4.3 测试输出

5. 完整代码

5.1 邻接表 - Array

package Chapt01_Adjacency;import java.io.File;
import java.io.IOException;
import java.util.LinkedList;
import java.util.Scanner;public class AdjList {private int V;private int E;private LinkedList<Integer>[] adj;public AdjList(String filename){File file = new File(filename);try(Scanner scanner = new Scanner(file)){V = scanner.nextInt();if(V < 0) throw new IllegalArgumentException("V must be non-negative");adj = new LinkedList[V]; //构造邻接表, V行，V个LinkedListfor (int i = 0; i < V; i++) {adj[i] = new LinkedList<Integer>();}E = scanner.nextInt(); //读取第一行第二个数if(E < 0) throw new IllegalArgumentException("E must be non-negative");// E是边的数量，在g.txt中表示为第二行开始的E行for (int i = 0; i < E; i++) {int a = scanner.nextInt(); //读取边的一个顶点validateVertex(a);int b = scanner.nextInt(); //读取边的另一个顶点validateVertex(b);if(a == b) throw new IllegalArgumentException("Self Loop is Detected"); //判断是够存在自环边if(adj[a].contains(b)) throw new IllegalArgumentException("Parallel Edges are Detected"); //判断是够存在平行l边adj[a].add(b);adj[b].add(a);}}catch (IOException e){e.printStackTrace();}}private void validateVertex(int v){if(v < 0 || v >= V)throw new IllegalArgumentException("vertex" + v + "is invalid");}public int V(){return V;}public int E(){return E;}public boolean hasEdge(int v, int w){validateVertex(v);validateVertex(w);return adj[v].contains(w);}public LinkedList<Integer> adj(int v){validateVertex(v);return adj[v];}public int degree(int v){return adj(v).size();}@Overridepublic String toString(){StringBuilder sb = new StringBuilder();sb.append(String.format("V = %d, E = %d\n", V, E));for (int i = 0; i < V; i++) {sb.append(String.format("%d:",i));for (int w: adj[i]) {sb.append(String.format("%d ",w));}sb.append('\n');}return sb.toString();}public static void main(String[] args){AdjList adjList = new AdjList("g1.txt"); //新建邻接矩阵，并从文件内容初始化System.out.println(adjList);}
}

5.2 邻接表-TreeSet

package Chapt01_Adjacency;import java.io.File;
import java.io.IOException;
import java.util.Scanner;
import java.util.TreeSet;public class AdjSet {private int V;private int E;private TreeSet<Integer>[] adj;public AdjSet(String filename){File file = new File(filename);try(Scanner scanner = new Scanner(file)){V = scanner.nextInt();if(V < 0) throw new IllegalArgumentException("V must be non-negative");adj = new TreeSet[V]; //构造邻接表, V行，V个LinkedListfor (int i = 0; i < V; i++) {adj[i] = new TreeSet<Integer>();}E = scanner.nextInt(); //读取第一行第二个数if(E < 0) throw new IllegalArgumentException("E must be non-negative");// E是边的数量，在g.txt中表示为第二行开始的E行for (int i = 0; i < E; i++) {int a = scanner.nextInt(); //读取边的一个顶点validateVertex(a);int b = scanner.nextInt(); //读取边的另一个顶点validateVertex(b);if(a == b) throw new IllegalArgumentException("Self Loop is Detected"); //判断是够存在自环边if(adj[a].contains(b)) throw new IllegalArgumentException("Parallel Edges are Detected"); //判断是够存在平行l边adj[a].add(b);adj[b].add(a);}}catch (IOException e){e.printStackTrace();}}private void validateVertex(int v){if(v < 0 || v >= V)throw new IllegalArgumentException("vertex" + v + "is invalid");}public int V(){return V;}public int E(){return E;}public boolean hasEdge(int v, int w){validateVertex(v);validateVertex(w);return adj[v].contains(w);}public Iterable<Integer> adj(int v){ // 可以是TreeSet，但是数组、链表、红黑树都是实现了Iterable的接口，因此可以统一写成这样validateVertex(v);return adj[v];}public int degree(int v){validateVertex(v);return adj[v].size(); // Iterable没有size()方法}@Overridepublic String toString(){StringBuilder sb = new StringBuilder();sb.append(String.format("V = %d, E = %d\n", V, E));for (int i = 0; i < V; i++) {sb.append(String.format("%d:",i));for (int w: adj[i]) {sb.append(String.format("%d ",w));}sb.append('\n');}return sb.toString();}public static void main(String[] args){AdjSet adjSet = new AdjSet("g1.txt"); //新建邻接矩阵，并从文件内容初始化System.out.println(adjSet);}
}

5.3 邻接矩阵-LinkedList

package Chapt01_Adjacency;import java.io.File;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Scanner;public class AdjMatrix {private int V;private int E;private int[][] adj;// 构造函数，从文件内容初始化邻接矩阵public AdjMatrix(String filename){File file = new File(filename);try(Scanner scanner = new Scanner(file)){V = scanner.nextInt(); //读取第一行第一个数,代表图中的顶点数if(V < 0) throw new IllegalArgumentException("V must be non-negative");adj = new int[V][V]; //构造邻接矩阵E = scanner.nextInt(); //读取第一行第二个数，代表图中边的数量if(E < 0) throw new IllegalArgumentException("E must be non-negative");// E是边的数量，在g.txt中表示为第二行开始的E行for (int i = 0; i < E; i++) {int a = scanner.nextInt(); //读取边的一个顶点validateVertex(a);int b = scanner.nextInt(); //读取边的另一个顶点validateVertex(b);if(a == b) throw new IllegalArgumentException("Self Loop is Detected"); //判断是够存在自环边if(adj[a][b] == 1) throw new IllegalArgumentException("Parallel Edges are Detected"); //判断是否存在平行l边adj[a][b] = 1; //存在边则设置为1adj[b][a] = 1;}}catch (IOException e){e.printStackTrace();}}private void validateVertex(int v){if(v < 0 || v >= V)throw new IllegalArgumentException("vertex" + v + "is invalid");}public int V(){return V;}public int E(){return E;}public boolean hasEdge(int v, int w){validateVertex(v);validateVertex(w);return adj[v][w] == 1;}public ArrayList<Integer> adj(int v){validateVertex(v);ArrayList<Integer> res = new ArrayList<>();for (int i = 0; i < V; i++) {if(adj[v][i] == 1) res.add(i);}return res;}public int degree(int v){return adj(v).size(); //adj(v)是上方的adj方法，size()是ArrayList的接口}// 用于在控制台打印该临接矩阵@Overridepublic String toString(){StringBuilder sb = new StringBuilder();sb.append(String.format("V = %d, E = %d\n", V, E)); //打印顶点数和边的数量for (int i = 0; i < V; i++) { //行for (int j = 0; j < V; j++) { //列sb.append(String.format("%d",adj[i][j])); //读取矩阵的值}sb.append('\n'); //行尾换行}return sb.toString(); //返回该邻接矩阵}public static void main(String[] args){AdjMatrix adjMatrix = new AdjMatrix("g1.txt"); //新建邻接矩阵，并从文件内容初始化System.out.println(adjMatrix);}
}