1. 技术文章
  2. 二叉平衡树

二叉平衡树

由 别等时光非礼了梦想. 提交于 2020-01-19 22:53:35


定义

  • 是一个特殊的 二叉查找树
  • 任何结点的两个子树的高度差小于等于1
  • 前5个函数为后面的功能做铺垫，一般的树都有这些函数


1. 结点

public class Node{
     int height;    //树高
     int value;     //存值
     Node left;
     Node right;
    
    public Node(int value, Node left, Node right) {
        this.value = value;
        this.left = left;
        this.right = right;
        this.height = 0;    //默认树高为0
    }
}


2. 树高

//树高
public int height(){
    return height(root);
}
private int height(Node node){
    if(node != null){
        return node.height;
    }
    return 0;   //默认为0
}


3. 比大小

//比大小
private int max(int a,int b){
    return a>b ? a : b;
}


4. 找最值及其结点

//最值
public int min(){
    Node node = minTree(root);
    if(node != null){
        return node.value;
    }
    return 0;
}
//最值的结点
private Node minTree(Node node){
    if(node == null) return null;
    while(node.left != null){
        node = node.left;
    }
    return node;
}
public int max(){
    Node node = maxTree(root);
    if(node != null){
        return node.value;
    }
    return 0;
}
private Node maxTree(Node node){
    if(node == null) return null;
    while(node.right != null){
        node = node.right;
    }
    return node;
}


5. 查找

public Node search(int value){
    return search(root,value);
}
private Node search(Node node,int value){
    if(node == null){
        return node;
    }
    if(value < node.value){
        return search(node.left,value);
    }else if(value > node.value){
        return search(node.right,value);
    }else{
        return node;
    }
}


6. 旋转

为了实现任何结点的左右子树高度差小于等于1，就要用旋转使树达到平衡，而旋转分为，左左旋转，右右旋转，左右旋转和右左旋转

  • 左左旋转
private Node leftLeftRotation(Node node){
    Node temp;
    
    temp = node.left;
    node.left = temp.right;
    temp.right = node;
    
    node.height = max( height(node.left), height(node.right)) + 1;
    temp.height = max( height(temp.right), node.height) + 1;
    
    return temp;
}
  • 右右旋转
public Node rightRightRotation(Node node){
    Node temp;
    
    temp = node.right;
    node.right = temp.left;
    temp.left = node;
    
    node.height = max( height(node.left), height(node.right)) + 1;
    temp.height = max( height(temp.left), node.height) + 1;
    
    return temp;
}
  • 左右旋转
//左右旋转
private Node leftRightRotation(Node node){
    
    node.left = rightRightRotation(node.left);
    return leftLeftRotation(node);
}
  • 右左旋转
//右左旋转
private Node rightLeftRotation(Node node){
    node.right = leftLeftRotation(node.right);
    return rightRightRotation(node);
}


7. 插入

//插入
public void add(int value){
    root = add(root,value);
}
private Node add(Node node,int value){
    if(node == null){
        node = new Node(value,null,null);
    }else{
        //左移
        if(value < node.value){
            node.left = add(node.left,value);
            //插入平衡调整
            if((height(node.left) - height(node.right)) == 2){
                if (value < node.left.value){
                    node = leftLeftRotation(node);
                }else{
                    node = leftRightRotation(node);
                }
            }
        //右移    
        }else if(value > node.value){
            node.right = add(node.right,value);
            if ((height(node.right) - height(node.left)) == 2){
                if(value > node.right.value){
                    node = rightRightRotation(node);
                }else{
                    node = rightLeftRotation(node);
                }
            }
        //相等    
        }else{
            System.out.println("不能插入相同的值");
        }
    }
    node.height = max(height(node.left),height(node.right)) + 1;
    return node;
}


8. 删除

public void remove(int value){
    Node node;
    Node tree = root;
    if( (node = search(root,value)) != null ){
        root = remove(tree,node);
    }
}
private Node remove(Node tree, Node node){
    if( tree == null || node == null){
        return null;
    }
    //在左树
    if(node.value < tree.value){
        tree.left = remove(tree.left,node);
        //删除后不平衡
        if(height(tree.right ) - height(tree.left) == 2){
            Node temp = tree.right;
            if(height(temp.left) > height(temp.right)){
                tree = rightLeftRotation(tree);
            }else{
                tree = rightRightRotation(tree);
            }
        }
    }else if(node.value > tree.value){
        tree.right = remove(tree, node);
        if(height(tree.left) - height(tree.right) == 2){
            Node temp = tree.left;
            if(height(temp.right) > height(temp.left)){
                tree = leftRightRotation(tree);
            }else{
                tree = leftLeftRotation(tree);
            }
        }
        //是该结点了
    }else{
        if(tree.left != null && tree.right != null){
            if(height(tree.left) > height(tree.right)){
                Node max = maxTree(tree.left);
                tree.value = max.value;
                tree.left = remove(tree.left, max);
            }else{
                Node min = minTree(tree.right);
                tree.value = min.value;
                tree.right = remove(tree.right, min);
            }
        }else{
            Node temp = tree;
            tree = (tree.left != null) ? tree.left : tree.right;
            temp = null;
        }
    }
    return tree;
}


9. 测试

public static void main(String[] args) {
    
    AVLTree tree = new AVLTree();
    int[] arrs = {10,20,5,30,1,100,50};
    for (int arr : arrs){
        tree.add(arr);
    }
    
    tree.preOrder();
    
    tree.add(1000);
    tree.remove(1);
    
    tree.preOrder();
}
20
10
30
分开上下输出-----------------
30
20
40


10. 整体代码

public class AVLTree {
    
    private Node root;
    
    public class Node{
         int height;
         int value;
         Node left;
         Node right;
        
        public Node(int value, Node left, Node right) {
            this.value = value;
            this.left = left;
            this.right = right;
            this.height = 0;
        }
    }
    
    //树高
    public int height(){
        return height(root);
    }
    private int height(Node node){
        if(node != null){
            return node.height;
        }
        return 0;
    }
    
    
    //比大小
    private int max(int a,int b){
        return a>b ? a : b;
    }
    
    
    //左左旋转
    private Node leftLeftRotation(Node node){
        Node temp;
        
        temp = node.left;
        node.left = temp.right;
        temp.right = node;
        
        node.height = max( height(node.left), height(node.right)) + 1;
        temp.height = max( height(temp.right), node.height) + 1;
        
        return temp;
    }
    //右右旋转
    public Node rightRightRotation(Node node){
        Node temp;
        
        temp = node.right;
        node.right = temp.left;
        temp.left = node;
        
        node.height = max( height(node.left), height(node.right)) + 1;
        temp.height = max( height(temp.left), node.height) + 1;
        
        return temp;
    }
    //左右旋转
    private Node leftRightRotation(Node node){
        
        node.left = rightRightRotation(node.left);
        return leftLeftRotation(node);
    }
    //右左旋转
    private Node rightLeftRotation(Node node){
        node.right = leftLeftRotation(node.right);
        return rightRightRotation(node);
    }
    
    
    //插入
    public void add(int value){
        root = add(root,value);
    }
    private Node add(Node node,int value){
        if(node == null){
            node = new Node(value,null,null);
        }else{
            //左移
            if(value < node.value){
                node.left = add(node.left,value);
                //插入平衡调整
                if((height(node.left) - height(node.right)) == 2){
                    if (value < node.left.value){
                        node = leftLeftRotation(node);
                    }else{
                        node = leftRightRotation(node);
                    }
                }
            //右移    
            }else if(value > node.value){
                node.right = add(node.right,value);
                if ((height(node.right) - height(node.left)) == 2){
                    if(value > node.right.value){
                        node = rightRightRotation(node);
                    }else{
                        node = rightLeftRotation(node);
                    }
                }
            //相等    
            }else{
                System.out.println("不能插入相同的值");
            }
        }
        node.height = max(height(node.left),height(node.right)) + 1;
        return node;
    }
    
    public void preOrder(){
        preOrder(root);
    }
    public void preOrder(Node node){
        if(node != null){
            System.out.println(node.value);
            preOrder(node.left);
            preOrder(node.right);
        }
    }
    
    
    
    
    public Node search(int value){
        return search(root,value);
    }
    private Node search(Node node,int value){
        if(node == null){
            return node;
        }
        if(value < node.value){
            return search(node.left,value);
        }else if(value > node.value){
            return search(node.right,value);
        }else{
            return node;
        }
    }

    
    
    
    
    public void remove(int value){
        Node node;
        Node tree = root;
        if( (node = search(root,value)) != null ){
            root = remove(tree,node);
        }
    }
    private Node remove(Node tree, Node node){
        if( tree == null || node == null){
            return null;
        }
        //在左树
        if(node.value < tree.value){
            tree.left = remove(tree.left,node);
            //删除后不平衡
            if(height(tree.right ) - height(tree.left) == 2){
                Node temp = tree.right;
                if(height(temp.left) > height(temp.right)){
                    tree = rightLeftRotation(tree);
                }else{
                    tree = rightRightRotation(tree);
                }
            }
        }else if(node.value > tree.value){
            tree.right = remove(tree, node);
            if(height(tree.left) - height(tree.right) == 2){
                Node temp = tree.left;
                if(height(temp.right) > height(temp.left)){
                    tree = leftRightRotation(tree);
                }else{
                    tree = leftLeftRotation(tree);
                }
            }
            //是该结点了
        }else{
            if(tree.left != null && tree.right != null){
                if(height(tree.left) > height(tree.right)){
                    Node max = maxTree(tree.left);
                    tree.value = max.value;
                    tree.left = remove(tree.left, max);
                }else{
                    Node min = minTree(tree.right);
                    tree.value = min.value;
                    tree.right = remove(tree.right, min);
                }
            }else{
                Node temp = tree;
                tree = (tree.left != null) ? tree.left : tree.right;
                temp = null;
            }
        }
        return tree;
    }
    
    
    
    //最值
    public int min(){
        Node node = minTree(root);
        if(node != null){
            return node.value;
        }
        return 0;
    }
    private Node minTree(Node node){
        if(node == null) return null;
        while(node.left != null){
            node = node.left;
        }
        return node;
    }
    public int max(){
        Node node = maxTree(root);
        if(node != null){
            return node.value;
        }
        return 0;
    }
    private Node maxTree(Node node){
        if(node == null) return null;
        while(node.right != null){
            node = node.right;
        }
        return node;
    }
}




标签
node
temp
return
tree
易学教程内所有资源均来自网络或用户发布的内容，如有违反法律规定的内容欢迎反馈！
该文章没有解决你所遇到的问题?点击提问,说说你的问题,让更多的人一起探讨吧!