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排序算法三:堆排序(Heapsort)

时间:2015-06-20 23:31:54      阅读:341      评论:0      收藏:0      [点我收藏+]

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堆排序(Heapsort)是一种利用数据结构中的堆进行排序的算法,分为构建初始堆,减小堆的元素个数,调整堆共3步。

(一)算法实现

技术分享
 1     protected void sort(int[] toSort) {
 2         buildHeap(toSort);
 3         for (int i = toSort.length - 1; i > 0; i--) {
 4             CommonUtils.swap(toSort, 0, i);
 5             adjustHeap(toSort, 0, i);
 6         }
 7     }
 8 
 9     /**
10      * 
11      * @param toSort
12      *            array of heap, begins from 0
13      * @param index
14      *            index to adjust
15      * @param size
16      *            size of heap
17      */
18     private void adjustHeap(int[] toSort, int index, int size) {
19         int leftNode = index * 2 + 1;
20         int rightNode = leftNode + 1;
21 
22         int maxIndex = index;
23         if (leftNode < size && toSort[leftNode] > toSort[maxIndex]) {
24             maxIndex = leftNode;
25         }
26         if (rightNode < size && toSort[rightNode] > toSort[maxIndex]) {
27             maxIndex = rightNode;
28         }
29         if (maxIndex != index) {
30             CommonUtils.swap(toSort, index, maxIndex);
31             adjustHeap(toSort, maxIndex, size);
32         }
33 
34     }
35 
36     /**
37      * 
38      * @param toSort
39      *            array to sort
40      */
41     private void buildHeap(int[] toSort) {
42         int lastNonLeaf = toSort.length / 2 - 1;
43         for (int i = lastNonLeaf; i >= 0; i--) {
44             adjustHeap(toSort, i, toSort.length);
45         }
46     }
Heap sort

1)堆排序是原地排序

2)堆排序的时间复杂度是o(nlgn)

(二)仿真结果

**************************************************
Number to Sort is:2500
Array to sort is:{419836,72576,347420,355422,378503,65556,443634,137868,266344,918856...}
Cost time of 【HeapSort】 is(milliseconds):1
Sort result of 【HeapSort】:{185,874,996,1232,1448,2357,2728,2854,3137,3291...}
**************************************************
Number to Sort is:25000
Array to sort is:{169570,655593,54301,59080,890711,224726,720131,590749,600165,681962...}
Cost time of 【HeapSort】 is(milliseconds):7
Sort result of 【HeapSort】:{9,107,119,192,297,321,338,359,359,362...}
**************************************************
Number to Sort is:250000
Array to sort is:{233097,327821,972339,26697,803510,598167,178244,117664,904299,195258...}
Cost time of 【HeapSort】 is(milliseconds):59
Sort result of 【HeapSort】:{0,1,3,8,16,24,32,37,45,52...}

 

相关代码:

技术分享
 1 package com.cnblogs.riyueshiwang.sort;
 2 
 3 import java.util.Arrays;
 4 
 5 public class HeapSort extends abstractSort {
 6     @Override
 7     protected void sort(int[] toSort) {
 8         buildHeap(toSort);
 9         for (int i = toSort.length - 1; i > 0; i--) {
10             CommonUtils.swap(toSort, 0, i);
11             adjustHeap(toSort, 0, i);
12         }
13     }
14 
15     /**
16      * 
17      * @param toSort
18      *            array of heap, begins from 0
19      * @param index
20      *            index to adjust
21      * @param size
22      *            size of heap
23      */
24     private void adjustHeap(int[] toSort, int index, int size) {
25         int leftNode = index * 2 + 1;
26         int rightNode = leftNode + 1;
27 
28         int maxIndex = index;
29         if (leftNode < size && toSort[leftNode] > toSort[maxIndex]) {
30             maxIndex = leftNode;
31         }
32         if (rightNode < size && toSort[rightNode] > toSort[maxIndex]) {
33             maxIndex = rightNode;
34         }
35         if (maxIndex != index) {
36             CommonUtils.swap(toSort, index, maxIndex);
37             adjustHeap(toSort, maxIndex, size);
38         }
39 
40     }
41 
42     /**
43      * 
44      * @param toSort
45      *            array to sort
46      */
47     private void buildHeap(int[] toSort) {
48         int lastNonLeaf = toSort.length / 2 - 1;
49         for (int i = lastNonLeaf; i >= 0; i--) {
50             adjustHeap(toSort, i, toSort.length);
51         }
52     }
53 
54     public static void main(String[] args) {
55         for (int j = 0, n = 2500; j < 3; j++, n = n * 10) {
56             System.out
57                     .println("**************************************************");
58             System.out.println("Number to Sort is:" + n);
59             int[] array = CommonUtils.getRandomIntArray(n, 1000000);
60             System.out.print("Array to sort is:");
61             CommonUtils.printIntArray(array);
62 
63             int[] array1 = Arrays.copyOf(array, n);
64             new HeapSort().sortAndprint(array1);
65         }
66     }
67 }
HeapSort.java

 

排序算法三:堆排序(Heapsort)

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原文地址:http://www.cnblogs.com/riyueshiwang/p/4591217.html

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