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二叉树的操作

二叉树的操作

作者: 须臾之北 | 来源:发表于2018-10-18 22:37 被阅读11次

    /*
    主要内容:
    1、实现二叉树的先序、中序、后序遍历,包括递归方式和非递归方式
    */

    实现二叉树的先序、中序、后序遍历,包括递归方式和非递归方式
    注意:
    对于二叉树,有深度遍历和广度遍历,深度遍历有前序、中序以及后序三种遍历方法,广度遍历即我们寻常所说的层次遍历。
    一、递归方式


    /先序遍历/
    public static void preOrderRecur(Node head){
    if (head == null) {
    return;
    }
    System.out.print(head.value + " ");
    preOrderRecur(head.left);
    preOrderRecur(head.right);
    }

    /中序遍历/
    public static void inOrderRecur(Node head){
    if (head == null) {
    return;
    }
    inOrderRecur(head.left);
    System.out.print(head.value + " ");
    inOrderRecur(head.right);
    }

    /后序遍历/
    public static void posOrderRecur(Node head) {
    if (head == null) {
    return;
    }
    posOrderRecur(head.left);
    posOrderRecur(head.right);
    System.out.print(head.value + " ");
    }

    /*

    • 层序遍历

    • */
      public static void levelTraverse(Node head) {
      System.out.print("level-order : ");
      if (head != null) {
      Queue<Node> queue = new LinkedList<>();
      ((LinkedList<Node>) queue).add(head);

        while (!queue.isEmpty()) {
            head = queue.poll();
            System.out.print(head.value + "  ");
      
            if (head.left != null) {
                ((LinkedList<Node>) queue).add(head.left);
            }
            if (head.right != null) {
                ((LinkedList<Node>) queue).add(head.right);
            }
        }
      

      }

      System.out.println();
      }


    二、非递归方式

    /*

    • 先序遍历的非递归实现

    • 利用到栈,对于当前节点,先压右,在压左

    • */
      public static void preOrderUnRecur(Node head){
      System.out.print("pre-order : ");
      if(head != null){
      Stack<Node> stack = new Stack<>(); //创建存放节点的栈
      stack.push(head); //存放根节点

        while (!stack.isEmpty()) {
            head = stack.pop();                             //当前节点出栈
            System.out.print(head.value + "  ");
      
            if (head.right != null) {                       //右入栈
                stack.push(head.right);
            }
            if (head.left != null) {                        //左入栈
                stack.push(head.left);
            }
        }
      

      }
      System.out.println();
      }

    /*

    • 后序遍历非递归实现

    • 与先序遍历设计方法相似,但是:不同的是,每一次取出数据,不打印,而是存入到另一个栈中

    • */
      public static void posOrderUnRecur(Node head){
      System.out.print("pos-order : ");

      if (head != null) {
      Stack<Node> s1 = new Stack<>();
      Stack<Node> s2 = new Stack<>();

        s1.push(head);          //根节点入栈
        while (!s1.isEmpty()) {
            head = s1.pop();                //取出当前节点
            s2.push(head);
      
            if (head.left != null) {
                s1.push(head.left);
            }
      
            if (head.right != null) {
                s1.push(head.right);
            }
        }
        while (!s2.isEmpty()) {
            System.out.print(s2.pop().value + "  ");
        }
      

      }
      System.out.println();
      }

    /*

    • 中序遍历非递归实现
    • 思想:当前节点不空:
      ①压栈
      ②当前节点向左走
    •   当前节点为空:
            ①从栈中取出一个元素,作为当前节点并打印当前节点    
            ②当前节点向右走
      
    • */
      public static void inOrderUnRecur(Node head){
      System.out.print("in-order : ");
      if (head != null) {
      Stack<Node> stack = new Stack<>();
      while (!stack.isEmpty() || head != null) {
      if (head != null) {
      stack.push(head);
      head = head.left;
      } else {
      head = stack.pop();
      System.out.print(head.value + " ");
      head = head.right;
      }
      }
      }
      System.out.println();
      }

    二叉树遍历测试:

    public static void main(String[] args) {
    Node head = new Node(5);
    head.left = new Node(3);
    head.right = new Node(8);
    head.left.left = new Node(2);
    head.left.right = new Node(4);
    head.left.left.left = new Node(1);
    head.right.left = new Node(7);
    head.right.left.left = new Node(6);
    head.right.right = new Node(10);
    head.right.right.left = new Node(9);
    head.right.right.right = new Node(11);

    // recursive
    System.out.println("==============recursive==============");
    System.out.print("pre-order: ");
    preOrderRecur(head);
    System.out.println();
    System.out.print("in-order: ");
    inOrderRecur(head);
    System.out.println();
    System.out.print("pos-order: ");
    posOrderRecur(head);
    System.out.println();
    levelTraverse(head);
    
    // unrecursive
    System.out.println("============unrecursive=============");
    preOrderUnRecur(head);
    inOrderUnRecur(head);
    posOrderUnRecur(head);
    

    }

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