Day12——二叉树的建立

Day12——二叉树的建立,第1张

建立一棵二叉树:除了创建每个结点外,我们还需要指定结点的父子关系。


我们可以按照二叉树存储的逻辑,用层次序号数组来反映结点的父子关系,设现在有结点i和结点j:

  • 如果i*2+1==j,则说明j是i的左孩子;
  • 如果i*2+2==j,则说明j是i的右孩子;

在实现代码之前,我手动模拟了一遍链接各个结点的过程,同时思考如何通过代码实现,这能很好的帮我们整理思路:

通过上面的流程我们不难发现,这就是遍历层次序号数组的过程,遍历过程我们要找到各个结点的孩子结点,孩子结点的序号一定大于当前结点,所以需要再嵌入一层循环从当前结点后面去找孩子结点,当发现层次序号大于当前结点层次序号*2+2时,则说明后面没有其孩子结点,可以直接内层循环,继续查找下一个结点的孩子结点。



换一种角度,除了第一个结点外的所有结点一定有且仅有一个父结点,我们可以从第二个结点开始,去找每个结点的父亲。


该节点的父结点层次序号一定会小于当前结点,我们需要再套一层循环,从当前结点的前面去依次找它的父结点,当找到父结点后,直接退出当前循环,查找下一个结点的父结点。


链接各个结点:

  1. 从父结点角度出发,遍历层次序号数组,找到该节点的左孩子和右孩子:
for (int i = 0; i < tempNumNodes - 1; i++) {
			for (int j = i + 1; j < tempNumNodes; j++) {
				if (paraIndicesArray[i] * 2 + 1 == paraIndicesArray[j]) {
					tempAllNodes[i].leftChild = tempAllNodes[j];
					System.out.println("Linking number " + paraIndicesArray[i] + " with number " + paraIndicesArray[j]);
				} else if (paraIndicesArray[i] * 2 + 2 == paraIndicesArray[j]) {
					tempAllNodes[i].rightChild = tempAllNodes[j];
					System.out.println("Linking number " + paraIndicesArray[i] + " with number " + paraIndicesArray[j]);
					break;
				} else if (paraIndicesArray[i] * 2 + 2 < paraIndicesArray[j]) {
					break;
				} // Of if
			} // Of for j
		} // Of for i;
  1. 从孩子结点角度出发,遍历层次序号数组,找到该结点的父结点:
for (int i = 1; i < tempNumNodes; i++) {
			for (int j = 0; j < i; j++) {
				System.out.println("indices " + paraIndicesArray[j] + " vs. " + paraIndicesArray[i]);
				if (paraIndicesArray[i] == paraIndicesArray[j] * 2 + 1) {
					tempAllNodes[j].leftChild = tempAllNodes[i];
					System.out.println("Linking " + j + " with " + i);
					break;
				} else if (paraIndicesArray[i] == paraIndicesArray[j] * 2 + 2) {
					tempAllNodes[j].rightChild = tempAllNodes[i];
					System.out.println("Linking " + j + " with " + i);
					break;
				} // Of if
			} // Of for j
		} // Of for i

完整代码:

package day12;

import java.util.Arrays;

import day07.CircleIntQueue;
import day11.CircleObjectQueue;

/**
 * Binary tree with char type elements.
 * 
 * @author Zhong Xiyan [email protected]
 */
public class BinaryCharTree {
	/**
	 * The value in char.
	 */
	char value;

	/**
	 * The left child.
	 */
	BinaryCharTree leftChild;

	/**
	 * The right child.
	 */
	BinaryCharTree rightChild;

	/**
	 * 
	 *********************
	 * The first constructor.
	 * 
	 * @param paraName The value.
	 *********************
	 *
	 */
	public BinaryCharTree(char paraName) {
		value = paraName;
		leftChild = null;
		rightChild = null;
	}// Of the constructor
	
	/**
	 * 
	 *********************
	 * The second constructor. The parameters must be correct since no validity check is undertaken.
	 * 
	 * @param paraDataArry The array for data.
	 * @param paraIndicesArray The array for indices.
	 *********************
	 *
	 */
	public BinaryCharTree(char[] paraDataArry, int[] paraIndicesArray) {
		// Step 1. Use a sequential list to store all nodes;
		int tempNumNodes = paraDataArry.length;
		BinaryCharTree[] tempAllNodes = new BinaryCharTree[tempNumNodes];
		for (int i = 0; i < tempNumNodes; i++) {
			tempAllNodes[i] = new BinaryCharTree(paraDataArry[i]);
		} // Of for i

		// Step 2. Link these nodes.
		// for (int i = 1; i < tempNumNodes; i++) {
		// for (int j = 0; j < i; j++) {
		// System.out.println("indices " + paraIndicesArray[j] + " vs. " +
		// paraIndicesArray[i]);
		// if (paraIndicesArray[i] == paraIndicesArray[j] * 2 + 1) {
		// tempAllNodes[j].leftChild = tempAllNodes[i];
		// System.out.println("Linking " + j + " with " + i);
		// break;
		// } else if (paraIndicesArray[i] == paraIndicesArray[j] * 2 + 2) {
		// tempAllNodes[j].rightChild = tempAllNodes[i];
		// System.out.println("Linking " + j + " with " + i);
		// break;
		// } // Of if
		// } // Of for j
		// } // Of for i

		for (int i = 0; i < tempNumNodes - 1; i++) {
			for (int j = i + 1; j < tempNumNodes; j++) {
				if (paraIndicesArray[i] * 2 + 1 == paraIndicesArray[j]) {
					System.out.println("Linking number " + paraIndicesArray[i] + " with number " + paraIndicesArray[j]);
					tempAllNodes[i].leftChild = tempAllNodes[j];
				} else if (paraIndicesArray[i] * 2 + 2 == paraIndicesArray[j]) {
					System.out.println("Linking number " + paraIndicesArray[i] + " with number " + paraIndicesArray[j]);
					tempAllNodes[i].rightChild = tempAllNodes[j];
					break;
				} else if (paraIndicesArray[i] * 2 + 2 < paraIndicesArray[j]) {
					break;
				} // Of if
			} // Of for j
		} // Of for i;

		// Step 3. The root is the first node.
		value = tempAllNodes[0].value;
		leftChild = tempAllNodes[0].leftChild;
		rightChild = tempAllNodes[0].rightChild;
	}// Of BinaryCharTree

	/**
	 * 
	 *********************
	 * @Title: preOrderVisit
	 * @Description: TODO(Pre-order visit.)
	 *
	 *********************
	 *
	 */
	public void preOrderVisit() {
		System.out.print("" + value + " ");

		if (leftChild != null) {
			leftChild.preOrderVisit();
		} // Of if

		if (rightChild != null) {
			rightChild.preOrderVisit();
		} // Of if
	}// Of preOderVisit

	/**
	 * 
	 *********************
	 * @Title: inOrderVisit
	 * @Description: TODO(In-order visit.)
	 *
	 *********************
	 *
	 */
	public void inOrderVisit() {

		if (leftChild != null) {
			leftChild.inOrderVisit();
		} // Of if

		System.out.print("" + value + " ");

		if (rightChild != null) {
			rightChild.inOrderVisit();
		} // Of if
	}// Of inOrderVisit

	/**
	 * 
	 *********************
	 * @Title: postOrderVisit
	 * @Description: TODO(Post-order visit.)
	 *
	 *********************
	 *
	 */
	public void postOrderVisit() {
		if (leftChild != null) {
			leftChild.postOrderVisit();
		} // Of if

		if (rightChild != null) {
			rightChild.postOrderVisit();
		} // Of if

		System.out.print("" + value + " ");
	}// Of postOrderVisit

	/**
	 * 
	 *********************
	 * @Title: getDepth
	 * @Description: TODO(Get the depth of the binary tree.)
	 *
	 * @return The depth of the tree.
	 *********************
	 *
	 */
	public int getDepth() {
		// It is a leaf.
		if (leftChild == null && rightChild == null) {
			return 1;
		} // Of if
			// Get the depth both of left child and right child. 0 for without the child.
		int leftDepth = 0, rightDepth = 0;

		if (leftChild != null) {
			leftDepth = leftChild.getDepth() + 1;
		} // Of if

		if (rightChild != null) {
			rightDepth = rightChild.getDepth() + 1;
		} // Of if

		return leftDepth > rightDepth ? leftDepth : rightDepth;
	}// Of getDepth

	/**
	 * 
	 *********************
	 * @Title: getNumNodes
	 * @Description: TODO(Get the number of nodes)
	 *
	 * @return The number of nodes.
	 *********************
	 *
	 */
	public int getNumNodes() {
		// It is a leaf.
		if (leftChild == null && rightChild == null) {
			return 1;
		} // Of if

		int leftChildNodes = 0, rightChildNodes = 0;

		// Get the number of nodes of the left child.
		if (leftChild != null) {
			leftChildNodes = leftChild.getNumNodes();
		} // Of if

		// Get the number of nodes of the right child.
		if (rightChild != null) {
			rightChildNodes = rightChild.getNumNodes();
		} // Of if

		// The total number of nodes.
		return leftChildNodes + rightChildNodes + 1;
	}// Of getNumNodes

	/**
	 * The values of nodes according to breadth first traversal.
	 */
	char[] valuesArray;

	/**
	 * The indices in the complete binary tree.
	 */
	int[] indicesArray;

	/**
	 * 
	 *********************
	 * @Title: toDataArrays
	 * @Description: TODO(Convert the tree to data arrays, including a char array
	 *               and an int array. The results are stored in two member
	 *               variables)
	 * 
	 * @see #valuesArray
	 * @see #indicesArray
	 *
	 *********************
	 *
	 */
	public void toDataArrays() {
		// Initialize arrays.
		int tempLength = getNumNodes();

		valuesArray = new char[tempLength];
		indicesArray = new int[tempLength];
		int i = 0;

		// Traverse and convert at the same time.
		CircleObjectQueue tempQueue = new CircleObjectQueue();
		tempQueue.enqueue(this);
		CircleIntQueue tempIntQueue = new CircleIntQueue();
		tempIntQueue.enqueue(0);

		BinaryCharTree tempTree = (BinaryCharTree) tempQueue.dequeue();
		int tempIndex = tempIntQueue.dequeue();
		while (tempTree != null) {
			valuesArray[i] = tempTree.value;
			indicesArray[i] = tempIndex;
			i++;

			if (tempTree.leftChild != null) {
				tempQueue.enqueue(tempTree.leftChild);
				tempIntQueue.enqueue(tempIndex * 2 + 1);
			} // Of if

			if (tempTree.rightChild != null) {
				tempQueue.enqueue(tempTree.rightChild);
				tempIntQueue.enqueue(tempIndex * 2 + 2);
			} // Of if

			tempTree = (BinaryCharTree) tempQueue.dequeue();
			tempIndex = tempIntQueue.dequeue();
		} // Of while
	}// Of toDataArrays

	/**
	 * 
	 *********************
	 * @Title: toDataArraysObjectQueue
	 * @Description: TODO(Convert the tree to data arrays, including a char array
	 *               and an int array. The results are stored in two member
	 *               variables)
	 * 
	 * @see #valuesArray
	 * @see #indicesArray
	 *
	 *********************
	 *
	 */
	public void toDataArraysObjectQueue() {
		// Initialize arrays.
		int tempLength = getNumNodes();

		valuesArray = new char[tempLength];
		indicesArray = new int[tempLength];
		int i = 0;

		// Traverse and convert at the same time.
		CircleObjectQueue tempQueue = new CircleObjectQueue();
		tempQueue.enqueue(this);
		CircleObjectQueue tempIntQueue = new CircleObjectQueue();
		Integer tempIndexInteger = Integer.valueOf(0);
		tempIntQueue.enqueue(tempIndexInteger);

		BinaryCharTree tempTree = (BinaryCharTree) tempQueue.dequeue();
		int tempIndex = ((Integer) tempIntQueue.dequeue()).intValue();
		while (tempTree != null) {
			valuesArray[i] = tempTree.value;
			indicesArray[i] = tempIndex;
			i++;

			if (tempTree.leftChild != null) {
				tempQueue.enqueue(tempTree.leftChild);
				tempIndexInteger = Integer.valueOf(tempIndex * 2 + 1);
				tempIntQueue.enqueue(tempIndexInteger);
			} // Of if

			if (tempTree.rightChild != null) {
				tempQueue.enqueue(tempTree.rightChild);
				tempIndexInteger = Integer.valueOf(tempIndex * 2 + 2);
				tempIntQueue.enqueue(tempIndexInteger);
			} // Of if

			tempTree = (BinaryCharTree) tempQueue.dequeue();
			if (tempTree == null) {
				break;
			} // Of if

			tempIndex = ((Integer) tempIntQueue.dequeue()).intValue();
		} // Of while
	}// Of toDataArraysObjectQueue

	/**
	 * 
	 *********************
	 * @Title: manualConstructTree
	 * @Description: TODO(Manually construct a tree. Only for testing.)
	 *
	 * @return A binary tree.
	 *********************
	 */
	public static BinaryCharTree manualConstructTree() {
		// Step 1. Construct a tree with only one node.
		BinaryCharTree resultTree = new BinaryCharTree('a');

		// Step 2. Construct all nodes. The first node is the root.
		BinaryCharTree tempTreeB = new BinaryCharTree('b');
		BinaryCharTree tempTreeC = new BinaryCharTree('c');
		BinaryCharTree tempTreeD = new BinaryCharTree('d');
		BinaryCharTree tempTreeE = new BinaryCharTree('e');
		BinaryCharTree tempTreeF = new BinaryCharTree('f');
		BinaryCharTree tempTreeG = new BinaryCharTree('g');

		// Step 3. Link all nodes.
		resultTree.leftChild = tempTreeB;
		resultTree.rightChild = tempTreeC;
		tempTreeB.rightChild = tempTreeD;
		tempTreeC.leftChild = tempTreeE;
		tempTreeD.leftChild = tempTreeF;
		tempTreeD.rightChild = tempTreeG;

		return resultTree;
	}// Of manualConstructTree

	/**
	 * 
	 *********************
	 * @Title: main
	 * @Description: TODO(The entrance of the program.)
	 *
	 * @param args Not used now.
	 *********************
	 *
	 */
	public static void main(String args[]) {
		BinaryCharTree tempTree = manualConstructTree();
		System.out.println("\r\nPreorder visit:");
		tempTree.preOrderVisit();
		System.out.println("\r\nInorder visit:");
		tempTree.inOrderVisit();
		System.out.println("\r\nPostorder visit:");
		tempTree.postOrderVisit();

		System.out.println("\r\n\r\nThe depth is: " + tempTree.getDepth());
		System.out.println("The number of nodes is: " + tempTree.getNumNodes());

		tempTree.toDataArrays();
		System.out.println("The values are: " + Arrays.toString(tempTree.valuesArray));
		System.out.println("The indices are: " + Arrays.toString(tempTree.indicesArray));

		tempTree.toDataArraysObjectQueue();
		System.out.println("Only object queue.");
		System.out.println("The values are: " + Arrays.toString(tempTree.valuesArray));
		System.out.println("The indices are: " + Arrays.toString(tempTree.indicesArray));

		char[] tempCharArray = { 'A', 'B', 'C', 'D', 'E', 'F' };
		int[] tempIndicesArray = { 0, 1, 2, 4, 5, 12 };
		BinaryCharTree tempTree2 = new BinaryCharTree(tempCharArray, tempIndicesArray);

		System.out.println("\r\nPreorder visit:");
		tempTree2.preOrderVisit();
		System.out.println("\r\nInorder visit:");
		tempTree2.inOrderVisit();
		System.out.println("\r\nPostorder visit:");
		tempTree2.postOrderVisit();
	}// Of main

}// Of class BinaryCharTree

运行结果:

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原文地址: https://outofmemory.cn/langs/584906.html

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