二叉树的操作

/*
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 queue = new LinkedList<>();
    ((LinkedList) queue).add(head);

      while (!queue.isEmpty()) {
          head = queue.poll();
          System.out.print(head.value + "  ");
    
          if (head.left != null) {
              ((LinkedList) queue).add(head.left);
          }
          if (head.right != null) {
              ((LinkedList) 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 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 s1 = new Stack<>();
    Stack 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 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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