二叉樹(binary tree)是結(jié)點(diǎn)的有限集合,這個(gè)集合或者空,或者由一個(gè)根及兩個(gè)互不相交的稱為這個(gè)根的左子樹或右子樹構(gòu)成. 從定義可以看出,二叉樹包括:1.空樹 2.只有一個(gè)根節(jié)點(diǎn) 3.只有左子樹 4.只有右子樹 5.左右子樹都存在 有且僅有這5中表現(xiàn)形式
特殊的二叉樹:
(1)斜樹:顧名思義,斜樹一定是要斜的;所有的結(jié)點(diǎn)都只有左子樹的二叉樹叫左斜樹,所有的結(jié)點(diǎn)都只有右子樹的二叉樹叫右斜樹;其實(shí),線性表就可以理解為樹的一種特殊的表現(xiàn)形式;
(2)滿二叉樹:在一棵二叉樹中,如果所有分支結(jié)點(diǎn)都存在左子樹和右子樹,并且所有葉子都在同一層上,這樣的二叉樹稱為滿二叉樹;如圖:
(3)完全二叉樹:對(duì)一棵具有n個(gè)結(jié)點(diǎn)的二叉樹按層序編號(hào),如果編號(hào)為i的結(jié)點(diǎn)與同樣深度的滿二叉樹中編號(hào)為i的結(jié)點(diǎn)在二叉樹中位置完全相同,那么這棵二叉樹稱為完全二叉樹;或者這樣理解:在一棵二叉樹中,除最后一層外,若其余層都是滿的,并且最后一層或者是滿的,或者是右邊缺少連續(xù)若干個(gè)結(jié)點(diǎn),則稱此樹為完全二叉樹;
所以我們可以這樣判斷完全二叉樹:那就是看著樹的示意圖,心中默默給每個(gè)結(jié)點(diǎn)按照滿二叉樹的結(jié)構(gòu)逐層順序編號(hào),如果編號(hào)出現(xiàn)空檔,就說明不是完全二叉樹,否則就是;
二叉樹的實(shí)現(xiàn):同樣,二叉樹也可以通過順序存儲(chǔ)和鏈?zhǔn)酱鎯?chǔ)來實(shí)現(xiàn);
二叉樹的順序存儲(chǔ)就是用一維數(shù)組存儲(chǔ)二叉樹中的結(jié)點(diǎn),并且結(jié)點(diǎn)的存儲(chǔ)位置,也就是數(shù)組的下標(biāo)要能體現(xiàn)結(jié)點(diǎn)之間的邏輯關(guān)系,比如父結(jié)點(diǎn)與子結(jié)點(diǎn)的邏輯關(guān)系,子結(jié)點(diǎn) 與子結(jié)點(diǎn)之間的關(guān)系;但順序存儲(chǔ)的實(shí)用性不強(qiáng);
所以一般采用鏈?zhǔn)酱鎯?chǔ);
二叉樹的遍歷:是指從根結(jié)點(diǎn)出發(fā),按照某種次序,依次訪問二叉樹中所有結(jié)點(diǎn),使得每個(gè)結(jié)點(diǎn)被訪問一次且僅被訪問一次;
二叉樹的遍歷方式有好多種,如果我們限制了從左到右的習(xí)慣方式,那么主要就有以下幾種:
(1)前序遍歷:先訪問子結(jié)點(diǎn),然后前序遍歷左子樹,再前序遍歷右子樹;如下圖,遍歷順序是:ABDGHCEIF
(2)中序遍歷:從根結(jié)點(diǎn)開始(但并不是先訪問根結(jié)點(diǎn)),中序遍歷根結(jié)點(diǎn)的左子樹,然后方式根結(jié)點(diǎn),最后中序遍歷右樹,如圖,遍歷的順序是:GDHBAEICF
(3)后序遍歷:從左到右先葉子后結(jié)點(diǎn)的方式遍歷訪問左右子樹,最后是訪問根結(jié)點(diǎn);如圖,遍歷的順序是:GHDBIEFCA
(4)層序遍歷:從樹的第一層,也就是根結(jié)點(diǎn)開始訪問,從上而下逐層遍歷,在同一層中,按從左到右的順序?qū)Y(jié)點(diǎn)進(jìn)行逐個(gè)訪問;如圖,遍歷順序?yàn)椋篈BCDEFGHI
package test.tree;public class TreeNode { public int key; public String data; public TreeNode leftChild; public TreeNode rightChild; public boolean isVisted=false; public TreeNode() { } public TreeNode(int key, String data) { this.key = key; this.data = data; } public TreeNode(int key, String data, TreeNode leftChild, TreeNode rightChild) { this.key = key; this.data = data; this.leftChild = leftChild; this.rightChild = rightChild; }}二叉樹處理遍歷package test.tree;import java.util.Stack;public class BinaryTree { PRivate TreeNode root=null; public BinaryTree(){ root=new TreeNode(1,"rootNode(A)"); } /** * 創(chuàng)建一棵二叉樹 * <pre> * A * B C * D E F * </pre> * @param root */ public void createBinTree(TreeNode root){ TreeNode newNodeB = new TreeNode(2,"B"); TreeNode newNodeC = new TreeNode(3,"C"); TreeNode newNodeD = new TreeNode(4,"D"); TreeNode newNodeE = new TreeNode(5,"E"); TreeNode newNodeF = new TreeNode(6,"F"); root.leftChild=newNodeB; root.rightChild=newNodeC; root.leftChild.leftChild=newNodeD; root.leftChild.rightChild=newNodeE; root.rightChild.rightChild=newNodeF; } public boolean isEmpty(){ return root==null; } //樹的高度 public int height(){ return height(root); } //節(jié)點(diǎn)個(gè)數(shù) public int size(){ return size(root); } private int height(TreeNode subTree){ if(subTree==null) return 0;//遞歸結(jié)束:空樹高度為0 else{ int i=height(subTree.leftChild); int j=height(subTree.rightChild); return (i<j)?(j+1):(i+1); } } private int size(TreeNode subTree){ if(subTree==null){ return 0; }else{ return 1+size(subTree.leftChild) +size(subTree.rightChild); } } //返回雙親結(jié)點(diǎn) public TreeNode parent(TreeNode element){ return (root==null|| root==element)?null:parent(root, element); } public TreeNode parent(TreeNode subTree,TreeNode element){ if(subTree==null) return null; if(subTree.leftChild==element||subTree.rightChild==element) //返回父結(jié)點(diǎn)地址 return subTree; TreeNode p; //現(xiàn)在左子樹中找,如果左子樹中沒有找到,才到右子樹去找 if((p=parent(subTree.leftChild, element))!=null) //遞歸在左子樹中搜索 return p; else //遞歸在右子樹中搜索 return parent(subTree.rightChild, element); } public TreeNode getLeftChildNode(TreeNode element){ return (element!=null)?element.leftChild:null; } public TreeNode getRightChildNode(TreeNode element){ return (element!=null)?element.rightChild:null; } public TreeNode getRoot(){ return root; } //在釋放某個(gè)結(jié)點(diǎn)時(shí),該結(jié)點(diǎn)的左右子樹都已經(jīng)釋放, //所以應(yīng)該采用后續(xù)遍歷,當(dāng)訪問某個(gè)結(jié)點(diǎn)時(shí)將該結(jié)點(diǎn)的存儲(chǔ)空間釋放 public void destroy(TreeNode subTree){ //刪除根為subTree的子樹 if(subTree!=null){ //刪除左子樹 destroy(subTree.leftChild); //刪除右子樹 destroy(subTree.rightChild); //刪除根結(jié)點(diǎn) subTree=null; } } public void traverse(TreeNode subTree){ System.out.println("key:"+subTree.key+"--name:"+subTree.data);; traverse(subTree.leftChild); traverse(subTree.rightChild); } //前序遍歷 public void preOrder(TreeNode subTree){ if(subTree!=null){ visted(subTree); preOrder(subTree.leftChild); preOrder(subTree.rightChild); } } //中序遍歷 public void inOrder(TreeNode subTree){ if(subTree!=null){ inOrder(subTree.leftChild); visted(subTree); inOrder(subTree.rightChild); } } //后續(xù)遍歷 public void postOrder(TreeNode subTree) { if (subTree != null) { postOrder(subTree.leftChild); postOrder(subTree.rightChild); visted(subTree); } } //前序遍歷的非遞歸實(shí)現(xiàn) public void nonRecPreOrder(TreeNode p){ Stack<TreeNode> stack=new Stack<TreeNode>(); TreeNode node=p; while(node!=null||stack.size()>0){ while(node!=null){ visted(node); stack.push(node); node=node.leftChild; } while(stack.size()>0){ node=stack.pop(); node=node.rightChild; } } } //中序遍歷的非遞歸實(shí)現(xiàn) public void nonRecInOrder(TreeNode p){ Stack<TreeNode> stack =new Stack<TreeNode>(); TreeNode node =p; while(node!=null||stack.size()>0){ //存在左子樹 while(node!=null){ stack.push(node); node=node.leftChild; } //棧非空 if(stack.size()>0){ node=stack.pop(); visted(node); node=node.rightChild; } } } //后序遍歷的非遞歸實(shí)現(xiàn) public void noRecPostOrder(TreeNode p){ Stack<TreeNode> stack=new Stack<TreeNode>(); TreeNode node =p; while(p!=null){ //左子樹入棧 for(;p.leftChild!=null;p=p.leftChild){ stack.push(p); } //當(dāng)前結(jié)點(diǎn)無右子樹或右子樹已經(jīng)輸出 while(p!=null&&(p.rightChild==null||p.rightChild==node)){ visted(p); //紀(jì)錄上一個(gè)已輸出結(jié)點(diǎn) node =p; if(stack.empty()) return; p=stack.pop(); } //處理右子樹 stack.push(p); p=p.rightChild; } } public void visted(TreeNode subTree){ subTree.isVisted=true; System.out.println("key:"+subTree.key+"--name:"+subTree.data);; } //測(cè)試 public static void main(String[] args) { BinaryTree bt = new BinaryTree(); bt.createBinTree(bt.root); System.out.println("the size of the tree is " + bt.size()); System.out.println("the height of the tree is " + bt.height()); System.out.println("*******(前序遍歷)[ABDECF]遍歷*****************"); bt.preOrder(bt.root); System.out.println("*******(中序遍歷)[DBEACF]遍歷*****************"); bt.inOrder(bt.root); System.out.println("*******(后序遍歷)[DEBFCA]遍歷*****************"); bt.postOrder(bt.root); System.out.println("***非遞歸實(shí)現(xiàn)****(前序遍歷)[ABDECF]遍歷*****************"); bt.nonRecPreOrder(bt.root); System.out.println("***非遞歸實(shí)現(xiàn)****(中序遍歷)[DBEACF]遍歷*****************"); bt.nonRecInOrder(bt.root); System.out.println("***非遞歸實(shí)現(xiàn)****(后序遍歷)[DEBFCA]遍歷*****************"); bt.noRecPostOrder(bt.root); } }
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