• 算法导论读书笔记(14)


    算法导论读书笔记(14) - 二叉查找树的具体实现

    二叉查找树的简单Java实现

    /**
     * 二叉查找树
     * 部分代码参考自TreeMap的源码
     */
    public class BinarySearchTree<T> {
        protected TreeNode<T> root = null;
        private final Comparator<? super T> comparator;
        private int size = 0;
    
        public BinarySearchTree() {
            comparator = null;
        }
    
        public BinarySearchTree(Comparator<? super T> comparator) {
            this.comparator = comparator;
        }
    
        /**
         * 向树中插入新结点
         *
         * @param key 新结点的key值
         */
        public void insert(T key) {
            TreeNode<T> x = root;
            TreeNode<T> y = null;
            TreeNode<T> z = new TreeNode<T>(key, null);
            int cmp;
            if (x == null) {    // 如果根结点是null,则新插入结点成为根结点
                root = z;
                size = 1;
                return;
            }
            while (x != null) { // x从根结点开始沿树下降,直到找到z应当插入的位置。y用于找出z的父结点的位置
                y = x;
                cmp = compareKey(z.key, x.key);
                if (cmp < 0)
                    x = x.left;
                else
                    x = x.right;
            }
            z.parent = y;
            cmp = compareKey(z.key, y.key);
            if (cmp < 0)
                y.left = z;
            else
                y.right = z;
            size++;
        }
    
        /**
         * 删除树中某个结点
         *
         * @param key 待删除结点的key值
         * @return 被删除结点的key值
         */
        public T remove(T key) {
            TreeNode<T> p = find(key);
            if (p == null)
                return null;
            T oldValue = p.key;
            deleteNode(p);
            return oldValue;
        }
    
        public boolean isEmpty() {
            return size() == 0;
        }
    
        public int size() {
            return size;
        }
    
        /**
         * 返回二叉查找树中最左子结点
         *
         * @return 返回二叉查找树中最左子结点
         */
        public TreeNode<T> firstNode() {
            return getFirstNode(root);
        }
    
        /**
         * 返回二叉查找树中最右子结点
         *
         * @return 返回二叉查找树中最右子结点
         */
        public TreeNode<T> lastNode() {
            return getLastNode(root);
        }
    
        /**
         * 根据key值查找结点
         */
        public TreeNode<T> find(T t) {
            TreeNode<T> p = root;
            while (p != null) {
                int cmp = compareKey(t, p.key);
                if (cmp < 0)
                    p = p.left;
                else if (cmp > 0)
                    p = p.right;
                else
                    return p;
            }
            return null;
        }
    
        /**
         * 返回结点集
         */
        public Set<TreeNode<T>> nodeSet() {
            return new NodeSet();
        }
    
        /**
         * 返回传入结点的后继结点
         */
        private static <T> TreeNode<T> successor(TreeNode<T> t) {
            if (t == null)
                return null;
            else if (t.right != null)   // 如果t的右子树不空,那么t的后继就是其右子树中key值最小的结点
                return getFirstNode(t.right);
            else {  // 如果t的右子树为空,左子树不空,那么t的后继就是t的一个最低祖先结点,且该结点的左孩子也必须是t的祖先结点
                TreeNode<T> p = t.parent;
                TreeNode<T> ch = t;
                while (p != null && ch == p.right) {
                    ch = p;
                    p = p.parent;
                }
                return p;
            }
        }
    
        /**
         * 返回传入结点的前趋结点
         */
        private static <T> TreeNode<T> predecessor(TreeNode<T> t) {
            if (t == null)
                return null;
            else if (t.left != null)
                return getLastNode(t.left);
            else {
                TreeNode<T> p = t.parent;
                TreeNode<T> ch = t;
                while (p != null && ch == p.left) {
                    ch = p;
                    p = p.parent;
                }
                return p;
            }
        }
    
        private static <T> TreeNode<T> getFirstNode(TreeNode<T> t) {
            TreeNode<T> p = t;
            if (p != null)
                while (p.left != null)
                    p = p.left;
            return p;
        }
    
        private static <T> TreeNode<T> getLastNode(TreeNode<T> t) {
            TreeNode<T> p = t;
            if (p != null)
                while (p.right != null)
                    p = p.right;
            return p;
        }
    
        /**
         * 用结点v替换结点u在树中的位置
         */
        private void transplant(TreeNode<T> u, TreeNode<T> v) {
            if (u.parent == null)
                root = v;
            else if (u == u.parent.left)
                u.parent.left = v;
            else
                u.parent.right = v;
            if (v != null)
                v.parent = u.parent;
        }
    
        /**
         * 删除树中的结点
         */
        private void deleteNode(TreeNode<T> p) {
            size--;
            if (p.left == null) // 如果结点的左子树为空,则用右子树替换结点
                transplant(p, p.right);
            else if (p.right == null)   // 如果结点的右子树为空,则用左子树替换结点
                transplant(p, p.left);
            else {  // 结点有两个子结点
                TreeNode<T> y = getFirstNode(p.right); // 首先找出结点p的后继y
                if (y.parent != p) {    // 如果p不是y的父结点,那么需要用y的右孩子替换y
                    transplant(y, y.right);
                    y.right = p.right;
                    y.right.parent = y;
                }
                transplant(p, y);   // 最后用y替换p
                y.left = p.left;
                y.left.parent = y;
            }
        }
    
        /**
         * 用于比较树中结点的key值
         */
        private int compareKey(T key1, T key2) {
            int cmp;
            if (comparator != null)
                cmp = comparator.compare(key1, key2);
            else {
                if (key1 == null || key2 == null)
                    throw new NullPointerException();
                Comparable<? super T> k = (Comparable<? super T>) key1;
                cmp = k.compareTo(key2);
            }
            return cmp;
        }
    
        private static boolean keyEquals(Object o1, Object o2) {
            return (o1 == null ? o2 == null : o1.equals(o2));
        }
    
        /**
         * 二叉查找树的结点类
         */
        public static final class TreeNode<T> {
            T key;
            TreeNode<T> left = null;
            TreeNode<T> right = null;
            TreeNode<T> parent;
    
            TreeNode(T key, TreeNode<T> parent) {
                this.key = key;
                this.parent = parent;
            }
    
            public T getKey() {
                return key;
            }
    
            public boolean equals(Object o) {
                if (!(o instanceof TreeNode))
                    return false;
                TreeNode<?> e = (TreeNode<?>) o;
                return keyEquals(key, e.getKey());
            }
    
            public String toString() {
                return "[" + key + "]";
            }
        }
    
        /**
         * 树中结点的集合类,使用迭代器遍历,从最左结点开始,依次取其后继结点(即中序遍历)
         */
        final class NodeSet extends AbstractSet<TreeNode<T>> {
            public Iterator<TreeNode<T>> iterator() {
                return new NodeIterator(firstNode());
            }
    
            public int size() {
                return BinarySearchTree.this.size();
            }
        }
    
        final class NodeIterator extends PrivateNodeIterator<TreeNode<T>> {
            NodeIterator(TreeNode<T> first) {
                super(first);
            }
    
            public TreeNode<T> next() {
                return nextNode();
            }
    
            public void remove() { }
        }
    
        abstract class PrivateNodeIterator<E> implements Iterator<E> {
            TreeNode<T> next;
    
            PrivateNodeIterator(TreeNode<T> first) {
                next = first;
            }
    
            public boolean hasNext() {
                return next != null;
            }
    
            final TreeNode<T> nextNode() {
                TreeNode<T> e = next;
                if (e == null)
                    throw new NoSuchElementException();
                next = successor(e);
                return e;
            }
        }
    }
    
  • 相关阅读:
    MySQL主从复制报错 Errno 1205
    MySQL添加索引优化SQL
    MySQL通过添加索引解决线上数据库服务器压力大问题
    手把手教你搭建MySQL双主MM+keepalived高可用架构
    SQLSERVER 维护计划无法删除
    Form表单中Post与Get方法的区别
    ASP.NET MVC中常用的ActionResult类型
    Web安全相关(五):SQL注入(SQL Injection)
    Web安全相关(四):过多发布(Over Posting)
    Web安全相关(三):开放重定向(Open Redirection)
  • 原文地址:https://www.cnblogs.com/sungoshawk/p/3755789.html
Copyright © 2020-2023  润新知