希尔排序(优化的插入排序)
使用思想:缩小增量排序。对数组进行预排序,再进行插入排序。
小数字在数组最后的的话,在插入时需要遍历全部已经排好的数组。
交换法(个人理解就是升级的冒泡)
public static void ShellSort(int[] array){
int temp = 0;
for (int gap = array.length/2; gap >0 ; gap/=2) {
for (int i = gap; i < array.length; i++) {
for (int j = i-gap; j >= 0; j-=gap) {
if (array[j] > array[j+gap]){
temp = array[j];
array[j] = array[j+gap];
array[j+gap] = temp;
}
}
}
}
}
移动法 (个人理解就是升级的插入排序)
public static void ShellSort2(int[] array){
for (int gap = array.length/2; gap >0 ; gap/=2) {
for (int i = gap; i < array.length; i++) {
int j = i;
int temp = array[j];
if (array[j] < array[j-gap]){
while (j-gap >= 0 && temp<array[j-gap]){
array[j] = array[j-gap];
j -= gap;
}
array[j] = temp;
}
}
}
}
测试:
public class ShellSort {
public static void main(String[] args) {
int arr[] = new int[80000];
for (int i = 0; i < 80000; i++) {
arr[i] = (int)(Math.random()*80000);
}
Date before = new Date();
System.out.println(before.getTime());
ShellSort(arr);
Date after = new Date();
System.out.println(after.getTime());
System.out.println(after.getTime()-before.getTime());
}
快速排序
快速排序是对冒泡排序的改进
import java.util.Date;
public class QuickSort {
public static void main(String[] args) {
int arr[] = new int[8000000];
for (int i = 0; i < 8000000; i++) {
arr[i] = (int)(Math.random()*8000000);
}
Date before = new Date();
System.out.println(before.getTime());
quickSort(arr,0,arr.length-1);
Date after = new Date();
System.out.println(after.getTime());
System.out.println(after.getTime()-before.getTime());
}
public static void quickSort(int[] array,int left,int right){
int l = left;
int r = right;
int pivot = array[(left+right)/2];
int temp = 0;
while ( l < r ) {
while (array[l] < pivot){
l+=1;
}
while (array[r] > pivot){
r-=1;
}
if (l >= r){
break;
}
temp = array[l];
array[l] = array[r];
array[r] = temp;
if (array[l]==pivot){
r--;
}
if (array[r] == pivot){
l++;
}
}
if (l==r){
l++;
r--;
}
if (left<l){
quickSort(array,left,r);
}
if (right>r){
quickSort(array,l,right);
}
}
}
归并排序(分治策略)
public class MergeSort {
public static void main(String[] args) {
int[] arr = {8,4,5,7,1,3,6,2};
int temp[] = new int[arr.length];
mergeSort(arr,0,arr.length-1,temp);
System.out.println(Arrays.toString(arr));
}
public static void mergeSort(int[] array,int left,int right,int[] temp) {
if (left<right){
int mind = (left+right)/2;
mergeSort(array, left, mind, temp);
mergeSort(array, mind+1, right, temp);
merge(array,left,mind,right,temp);
}
}
//实现合并的过程
public static void merge(int[] array,int left,int mind,int right,int[] temp){
int l = left;
int r = mind+1;
int t = 0;
//第一步
while (l <= mind && r <= right){
if (array[l]<array[r]){
temp[t] = array[l];
l++;
}else {
temp[t] = array[r];
r++;
}
t++;
}
//第二步
while (l<=mind){
temp[t] = array[l];
l++;
t++;
}
while (r<=right){
temp[t] = array[r];
r++;
t++;
}
//第三步
t = 0;
int tempLeft = left;
while (tempLeft<=right){
array[tempLeft] = temp[t];
t++;
tempLeft++;
}
}
}
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