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Java程序员必须掌握的8大排序算法

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8种排序之间的关系:

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1,?直接插入排序

(1)基本思想:在要排序的一组数中,假设前面(n-1)[n>=2] 个数已经是排

好顺序的,现在要把第n个数插到前面的有序数中,使得这n个数

也是排好顺序的。如此反复循环,直到全部排好顺序。

(2)实例

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(3)用java实现

package com.njue;?
?
public class insertSort {?
public insertSort(){?
????inta[]={49,38,65,97,76,13,27,49,78,34,12,64,5,4,62,99,98,54,56,17,18,23,34,15,35,25,53,51};?
????int temp=0;?
????for(int i=1;i<a.length;i++){?
???????int j=i-1;?
???????temp=a[i];?
???????for(;j>=0&&temp<a[j];j--){?
???????a[j+1]=a[j];?????????????????????? //将大于temp的值整体后移一个单位?
???????}?
???????a[j+1]=temp;?
????}?
????for(int i=0;i<a.length;i++)?
???????System.out.println(a[i]);?
}?
}

2,希尔排序(最小增量排序)

(1)基本思想:算法先将要排序的一组数按某个增量d(n/2,n为要排序数的个数)分成若干组,每组中记录的下标相差d.对每组中全部元素进行直接插入排序,然后再用一个较小的增量(d/2)对它进行分组,在每组中再进行直接插入排序。当增量减到1时,进行直接插入排序后,排序完成。

(2)实例:

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(3)用java实现

public class shellSort {?
public? shellSort(){?
????int a[]={1,54,6,3,78,34,12,45,56,100};?
????double d1=a.length;?
????int temp=0;?
????while(true){?
????????d1= Math.ceil(d1/2);?
????????int d=(int) d1;?
????????for(int x=0;x<d;x++){?
????????????for(int i=x+d;i<a.length;i+=d){?
????????????????int j=i-d;?
????????????????temp=a[i];?
????????????????for(;j>=0&&temp<a[j];j-=d){?
????????????????a[j+d]=a[j];?
????????????????}?
????????????????a[j+d]=temp;?
????????????}?
????????}?
????????if(d==1)?
????????????break;?
????}?
????for(int i=0;i<a.length;i++)?
????????System.out.println(a[i]);?
}?
}

3.简单选择排序

(1)基本思想:在要排序的一组数中,选出最小的一个数与第一个位置的数交换;

然后在剩下的数当中再找最小的与第二个位置的数交换,如此循环到倒数第二个数和最后一个数比较为止。

(2)实例:

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(3)用java实现

public class selectSort {?
????public selectSort(){?
????????int a[]={1,54,6,3,78,34,12,45};?
????????int position=0;?
????????for(int i=0;i<a.length;i++){?
?
????????????int j=i+1;?
????????????position=i;?
????????????int temp=a[i];?
????????????for(;j<a.length;j++){?
????????????if(a[j]<temp){?
????????????????temp=a[j];?
????????????????position=j;?
????????????}?
????????????}?
????????????a[position]=a[i];?
????????????a[i]=temp;?
????????}?
????????for(int i=0;i<a.length;i++)?
????????????System.out.println(a[i]);?
????}?
}

4,堆排序

(1)基本思想:堆排序是一种树形选择排序,是对直接选择排序的有效改进。

堆的定义如下:具有n个元素的序列(h1,h2,…,hn),当且仅当满足(hi>=h2i,hi>=2i+1)或(hi<=h2i,hi<=2i+1) (i=1,2,…,n/2)时称之为堆。在这里只讨论满足前者条件的堆。由堆的定义可以看出,堆顶元素(即第一个元素)必为最大项(大顶堆)。完全二叉树可以很直观地表示堆的结构。堆顶为根,其它为左子树、右子树。初始时把要排序的数的序列看作是一棵顺序存储的二叉树,调整它们的存储序,使之成为一个堆,这时堆的根节点的数最大。然后将根节点与堆的最后一个节点交换。然后对前面(n-1)个数重新调整使之成为堆。依此类推,直到只有两个节点的堆,并对它们作交换,最后得到有n个节点的有序序列。从算法描述来看,堆排序需要两个过程,一是建立堆,二是堆顶与堆的最后一个元素交换位置。所以堆排序有两个函数组成。一是建堆的渗透函数,二是反复调用渗透函数实现排序的函数。

(2)实例:

初始序列:46,79,56,38,40,84

建堆:

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交换,从堆中踢出最大数

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依次类推:最后堆中剩余的最后两个结点交换,踢出一个,排序完成。

(3)用java实现

import java.util.Arrays;?
?
public class HeapSort {?
?????int a[]={49,38,65,97,76,13,27,49,78,34,12,64,5,4,62,99,98,54,56,17,18,23,34,15,35,25,53,51};?
????public? HeapSort(){?
????????heapSort(a);?
????}?
????public? void heapSort(int[] a){?
????????System.out.println("开始排序");?
????????int arrayLength=a.length;?
????????//循环建堆?
????????for(int i=0;i<arrayLength-1;i++){?
????????????//建堆?
?
??????buildMaxHeap(a,arrayLength-1-i);?
????????????//交换堆顶和最后一个元素?
????????????swap(a,0,arrayLength-1-i);?
????????????System.out.println(Arrays.toString(a));?
????????}?
????}?
?
????private? void swap(int[] data, int i, int j) {?
????????// TODO Auto-generated method stub?
????????int tmp=data[i];?
????????data[i]=data[j];?
????????data[j]=tmp;?
????}?
????//对data数组从0到lastIndex建大顶堆?
????private void buildMaxHeap(int[] data, int lastIndex) {?
????????// TODO Auto-generated method stub?
????????//从lastIndex处节点(最后一个节点)的父节点开始?
????????for(int i=(lastIndex-1)/2;i>=0;i--){?
????????????//k保存正在判断的节点?
????????????int k=i;?
????????????//如果当前k节点的子节点存在?
????????????while(k*2+1<=lastIndex){?
????????????????//k节点的左子节点的索引?
????????????????int biggerIndex=2*k+1;?
????????????????//如果biggerIndex小于lastIndex,即biggerIndex+1代表的k节点的右子节点存在?
????????????????if(biggerIndex<lastIndex){?
????????????????????//若果右子节点的值较大?
????????????????????if(data[biggerIndex]<data[biggerIndex+1]){?
????????????????????????//biggerIndex总是记录较大子节点的索引?
????????????????????????biggerIndex++;?
????????????????????}?
????????????????}?
????????????????//如果k节点的值小于其较大的子节点的值?
????????????????if(data[k]<data[biggerIndex]){?
????????????????????//交换他们?
????????????????????swap(data,k,biggerIndex);?
????????????????????//将biggerIndex赋予k,开始while循环的下一次循环,重新保证k节点的值大于其左右子节点的值?
????????????????????k=biggerIndex;?
????????????????}else{?
????????????????????break;?
????????????????}?
????????????}
????????}
????}
}

5.冒泡排序

(1)基本思想:在要排序的一组数中,对当前还未排好序的范围内的全部数,自上而下对相邻的两个数依次进行比较和调整,让较大的数往下沉,较小的往上冒。即:每当两相邻的数比较后发现它们的排序与排序要求相反时,就将它们互换。

(2)实例:

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(3)用java实现

public class bubbleSort {?
public? bubbleSort(){?
?????int a[]={49,38,65,97,76,13,27,49,78,34,12,64,5,4,62,99,98,54,56,17,18,23,34,15,35,25,53,51};?
????int temp=0;?
????for(int i=0;i<a.length-1;i++){?
????????for(int j=0;j<a.length-1-i;j++){?
????????if(a[j]>a[j+1]){?
????????????temp=a[j];?
????????????a[j]=a[j+1];?
????????????a[j+1]=temp;?
????????}?
????????}?
????}?
????for(int i=0;i<a.length;i++)?
????System.out.println(a[i]);????
}?
}

6.快速排序

(1)基本思想:选择一个基准元素,通常选择第一个元素或者最后一个元素,通过一趟扫描,将待排序列分成两部分,一部分比基准元素小,一部分大于等于基准元素,此时基准元素在其排好序后的正确位置,然后再用同样的方法递归地排序划分的两部分。

(2)实例:

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(3)用java实现

public class quickSort {?
??int a[]={49,38,65,97,76,13,27,49,78,34,12,64,5,4,62,99,98,54,56,17,18,23,34,15,35,25,53,51};?
public? quickSort(){?
????quick(a);?
????for(int i=0;i<a.length;i++)?
????????System.out.println(a[i]);?
}?
public int getMiddle(int[] list, int low, int high) {????
????????????int tmp = list[low];??? //数组的第一个作为中轴????
????????????while (low < high) {????
????????????????while (low < high && list[high] >= tmp) {????
?
??????high--;????
????????????????}????
????????????????list[low] = list[high];?? //比中轴小的记录移到低端????
????????????????while (low < high && list[low] <= tmp) {????
????????????????????low++;????
????????????????}????
????????????????list[high] = list[low];?? //比中轴大的记录移到高端????
????????????}????
???????????list[low] = tmp;????????????? //中轴记录到尾????
????????????return low;?????????????????? //返回中轴的位置????
????????}???
public void _quickSort(int[] list, int low, int high) {????
????????????if (low < high) {????
???????????????int middle = getMiddle(list, low, high);? //将list数组进行一分为二????
????????????????_quickSort(list, low, middle - 1);??????? //对低字表进行递归排序????
???????????????_quickSort(list, middle + 1, high);?????? //对高字表进行递归排序????
????????????}????
????????}??
public void quick(int[] a2) {????
????????????if (a2.length > 0) {??? //查看数组是否为空????
????????????????_quickSort(a2, 0, a2.length - 1);????
????????}????
???????}??
}

7、归并排序

(1)基本排序:归并(Merge)排序法是将两个(或两个以上)有序表合并成一个新的有序表,即把待排序序列分为若干个子序列,每个子序列是有序的。然后再把有序子序列合并为整体有序序列。

(2)实例:

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(3)用java实现

import java.util.Arrays;?
?
public class mergingSort {?
int a[]={49,38,65,97,76,13,27,49,78,34,12,64,5,4,62,99,98,54,56,17,18,23,34,15,35,25,53,51};?
public? mergingSort(){?
????sort(a,0,a.length-1);?
????for(int i=0;i<a.length;i++)?
????????System.out.println(a[i]);?
}?
public void sort(int[] data, int left, int right) {?
????// TODO Auto-generated method stub?
????if(left<right){?
????????//找出中间索引?
????????int center=(left+right)/2;?
????????//对左边数组进行递归?
????????sort(data,left,center);?
????????//对右边数组进行递归?
????????sort(data,center+1,right);?
????????//合并?
????????merge(data,left,center,right);?
?
????}?
}?
public void merge(int[] data, int left, int center, int right) {?
????// TODO Auto-generated method stub?
????int [] tmpArr=new int[data.length];?
????int mid=center+1;?
????//third记录中间数组的索引?
????int third=left;?
????int tmp=left;?
????while(left<=center&&mid<=right){?
?
???//从两个数组中取出最小的放入中间数组?
????????if(data[left]<=data[mid]){?
????????????tmpArr[third++]=data[left++];?
????????}else{?
????????????tmpArr[third++]=data[mid++];?
????????}?
????}?
????//剩余部分依次放入中间数组?
????while(mid<=right){?
????????tmpArr[third++]=data[mid++];?
????}?
????while(left<=center){?
????????tmpArr[third++]=data[left++];?
????}?
????//将中间数组中的内容复制回原数组?
????while(tmp<=right){?
????????data[tmp]=tmpArr[tmp++];?
????}?
????System.out.println(Arrays.toString(data));?
}?
?
}

8、基数排序

(1)基本思想:将所有待比较数值(正整数)统一为同样的数位长度,数位较短的数前面补零。然后,从最低位开始,依次进行一次排序。这样从最低位排序一直到最高位排序完成以后,数列就变成一个有序序列。

(2)实例:

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(3)用java实现

import java.util.ArrayList;?
import java.util.List;?
?
public class radixSort {?
????int a[]={49,38,65,97,76,13,27,49,78,34,12,64,5,4,62,99,98,54,101,56,17,18,23,34,15,35,25,53,51};?
public radixSort(){?
????sort(a);?
????for(int i=0;i<a.length;i++)?
????????System.out.println(a[i]);?
}?
public? void sort(int[] array){????
?
????????????//首先确定排序的趟数;????
????????int max=array[0];????
????????for(int i=1;i<array.length;i++){????
???????????????if(array[i]>max){????
???????????????max=array[i];????
???????????????}????
????????????}????
?
????int time=0;????
???????????//判断位数;????
????????????while(max>0){????
???????????????max/=10;????
????????????????time++;????
????????????}????
?
????????//建立10个队列;????
????????????List<ArrayList> queue=new ArrayList<ArrayList>();????
????????????for(int i=0;i<10;i++){????
????????????????ArrayList<Integer> queue1=new ArrayList<Integer>();??
????????????????queue.add(queue1);????
????????}????
?
????????????//进行time次分配和收集;????
????????????for(int i=0;i<time;i++){????
?
????????????????//分配数组元素;????
???????????????for(int j=0;j<array.length;j++){????
????????????????????//得到数字的第time+1位数;??
???????????????????int x=array[j]%(int)Math.pow(10, i+1)/(int)Math.pow(10, i);?
???????????????????ArrayList<Integer> queue2=queue.get(x);?
???????????????????queue2.add(array[j]);?
???????????????????queue.set(x, queue2);?
????????????}????
????????????????int count=0;//元素计数器;????
????????????//收集队列元素;????
????????????????for(int k=0;k<10;k++){??
????????????????while(queue.get(k).size()>0){?
????????????????????ArrayList<Integer> queue3=queue.get(k);?
????????????????????????array[count]=queue3.get(0);????
????????????????????????queue3.remove(0);?
????????????????????count++;?
??????????????}????
????????????}????
??????????}????
?
???}???
?
}
?

Java程序员必须掌握的8大排序算法

原文:http://fuyi68615.iteye.com/blog/2179544

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