首先简单谈下快速排序的特点,时间复杂度O(nLog n),最差时间复杂度O(n^2),平均时间O(nLog n).因为用到了函数栈,空间复杂度为O(lg n),最差为O(n).是一种不稳定的排序方法。基本思想是分治法,这位大大的http://blog.csdn.net/morewindows/article/details/6684558 讲的非常清楚了,分治法+挖坑法,我就不多说了。就是以某个数为参照,使得左边的都小于他,右边的数都大于他。然后对他的左右两个区间采取同样的方法进行递归。
就其整体实现而言,有两大种思路,一是双边扫描,二是单边扫描。下面分别来上程序:
一、双边扫描#
双边扫描是谭浩强书中的方法,个人觉得比下面的单边扫描更好理解,也是博文里采用的方法。下面看程序:
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- <span style="color: black;"><span style=<span class="string" style="color: red;">“font-family:Comic Sans MS;font-size:18px;”</span>><span class="keyword" style="font-weight: bold; color: blue;">void</span> quickSort1(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span>* x, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> l, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> r){ </span>
- <span style="color: black;"> </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(l < r){ </span>
- <span style="color: black;"> <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> i = l, j = r, key = x[l]; </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">while</span>(i < j){ </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">while</span>( i < j && x[j] >= key){ </span>
- <span style="color: black;"> j–; </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(i < j){ </span>
- <span style="color: black;"> x[i++] = x[j]; </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">while</span>(i < j && x[i] <= key){ </span>
- <span style="color: black;"> i++; </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(i < j){ </span>
- <span style="color: black;"> x[j–] = x[i]; </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> cout<<<span class="string" style="color: red;">“i = “</span> <<i<<<span class="string" style="color: red;">” j = “</span><<j<<endl; </span>
- <span style="color: black;"> x[i] = key; </span>
- <span style="color: black;"> quickSort1(x, l, i-1); </span>
- <span style="color: black;"> quickSort1(x, i+1, r); </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> </span>
- <span style="color: black;">}</span> </span>
双边扫描非常直观,首先进到程序里判断是否l<r,当满足条件才进去。这也是用递归的一个必要条件,一定要让函数有尽头,有边界。然后进入大while循环,接着进入小while循环,先从右边找,只要满足数字大于key就一直让j往左移。直到第一个不满足条件的,就是第一个小于key的数跳出while循环,将它放在左边挖的“坑”上。同时让坑的索引+1,接着从左边开始扫描,找到第一个大于key的数,再将它填到右边的坑上。右边的坑索引-1,接着再从右边扫描。直到最后跳出大while循环,此时i = j。也就是完成了一次快速排序的扫描。之后将最初的key放到x[i],其实放到x[j]也是一样的。因为i等于j么,此时!然后进行递归,对区间[l, i – 1], [i+1, r]进行同样的操作。
双边排序的要点: 1、最初的if一定要有,这是最后递归出来的标志位。2,为了找到一个数使它的左边都大于它,右边都小于它,要多次循环,这个循环就是大while循环。3、双边排序不需要swap,即无需交换。
二、单边扫描#
上面的双边排序,出来一次大while循环,要从两边进行多次。单边扫描,则只需从左走到右就能完成一次 快排。
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- <span style="color: black;"><span style=<span class="string" style="color: red;">“font-family:Comic Sans MS;font-size:18px;”</span>><span class="keyword" style="font-weight: bold; color: blue;">void</span> quickSort2(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> x[], <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> l, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> r){ </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(l >= r) </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">return</span>; </span>
- <span style="color: black;"> <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> m = l; </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">for</span>(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> i = l + l; i <= r; i++ ){ </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(x[i] < x[l]){ </span>
- <span style="color: black;"> swap2(x[++m], x[i]); </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> swap2(x[l], x[m]); </span>
- <span style="color: black;"> quickSort2(x, l, m – 1); </span>
- <span style="color: black;"> quickSort2(x, m + 1, r); </span>
- <span style="color: black;"> </span>
- <span style="color: black;">} </span>
- <span style="color: black;"><span class="keyword" style="font-weight: bold; color: blue;">void</span> swap2(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> &a,<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> &b){ </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(a==b) <span class="keyword" style="font-weight: bold; color: blue;">return</span>;<span class="comment" style="color: #008200;">//对同一地址的数据交换,会使其结果为0</span> </span>
- <span style="color: black;"> a=a^b; </span>
- <span style="color: black;"> b=a^b; </span>
- <span style="color: black;"> a=a^b; </span>
- <span style="color: black;">}</span> </span>
代码是不是更简单了?程序先进行判断,如果l>=r直接return,这点跟双边扫描的if一个意思,都是为递归创造结束的标志。然后用m记录最左边的那个的索引,这里默认的是第一个,即x[l]的索引。[注,m的初始值不一定指向key!,仅仅是指向最左边的。]然后进入扫描,直接从l + 1开始,如果右边的小于key,就让x[++m]和x[i]交换。如果右边的大于key,则不进行任何操作。这里有个特例,如果l = 0, 则m = 0.如果x[1]小于x[0],则让x[1] 和x[1]进行交换,也就等于没交换。如果数组是5 4 3 2 1,则这里的交换就失效了。 再往后看,直到for循环结束,走出循环,让最后m指的位置的数和最初的key进行交换。如上面 5 4 3 2 1,则第一次快排的结果是 1 4 3 2 5,只有for出来后的那次swap才起作用。这里的m有个特殊含义,即指向小于key的最右边的那个数。所以出来后才用它(x[m])和key(即x[l])进行交换。
单边扫描的特点:
1、程序需要交换;
2、更有冒泡法的色彩;冒泡的目的不是让最大的数沉到最右边,而是让小于key的都左移,找到分界索引m。使之和key进行交换。
3、此版本的的单边扫描属于最基础的,还可以优化。
本想测出两个算法的时间 消耗差异,遗憾的是c++获得程序运行时间太费劲了,弄半天没弄成。下面附上完整程序:
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- <span style="color: black;"><span style=<span class="string" style="color: red;">“font-family:Comic Sans MS;font-size:18px;”</span>><span class="comment" style="color: #008200;">//============================================================================</span> </span>
- <span style="color: black;"><span class="comment" style="color: #008200;">// Name : QuikSort.cpp</span> </span>
- <span style="color: black;"><span class="comment" style="color: #008200;">// Author : YanZi</span> </span>
- <span style="color: black;"><span class="comment" style="color: #008200;">// Version :</span> </span>
- <span style="color: black;"><span class="comment" style="color: #008200;">// Copyright : Your copyright notice</span> </span>
- <span style="color: black;"><span class="comment" style="color: #008200;">// Description : Hello World in C++, Ansi-style</span> </span>
- <span style="color: black;"><span class="comment" style="color: #008200;">//============================================================================</span> </span>
- <span style="color: black;"> </span>
- <span style="color: black;"><span class="preprocessor" style="color: gray;">#include <iostream></span> </span>
- <span style="color: black;"><span class="preprocessor" style="color: gray;">#include <malloc.h></span> </span>
- <span style="color: black;"> </span>
- <span style="color: black;"><span class="keyword" style="font-weight: bold; color: blue;">using</span> <span class="keyword" style="font-weight: bold; color: blue;">namespace</span> std; </span>
- <span style="color: black;"><span class="keyword" style="font-weight: bold; color: blue;">void</span> swap1(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> a, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> b); </span>
- <span style="color: black;"><span class="keyword" style="font-weight: bold; color: blue;">void</span> printArray(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span>* in, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> n); </span>
- <span style="color: black;"> </span>
- <span style="color: black;"><span class="keyword" style="font-weight: bold; color: blue;">void</span> quickSort1(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span>* x, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> l, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> r);<span class="comment" style="color: #008200;">//双边扫描,快速排序</span> </span>
- <span style="color: black;"><span class="keyword" style="font-weight: bold; color: blue;">void</span> quickSort2(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> x[], <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> l, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> r);<span class="comment" style="color: #008200;">//单边扫描,快速排序</span> </span>
- <span style="color: black;"><span class="keyword" style="font-weight: bold; color: blue;">void</span> swap2(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> &a,<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> &b); <span class="comment" style="color: #008200;">//交换,在MinGW上必须采用此方法,swap1无效</span> </span>
- <span style="color: black;"> </span>
- <span style="color: black;"> </span>
- <span style="color: black;"><span class="preprocessor" style="color: gray;">#define N 8 //数组的长度</span> </span>
- <span style="color: black;"> </span>
- <span style="color: black;"><span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> main() { </span>
- <span style="color: black;"> <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span>* input = NULL; </span>
- <span style="color: black;"> input = (<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span>*)malloc(N * <span class="keyword" style="font-weight: bold; color: blue;">sizeof</span>(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span>)); </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(input == NULL){ </span>
- <span style="color: black;"> cout<<<span class="string" style="color: red;">“内存溢出”</span><<endl; </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">for</span>(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> i = 0; i < N; i++){ </span>
- <span style="color: black;"> input[i] = rand(); </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> <span class="comment" style="color: #008200;">// int input[] = {55, 41, 59, 26, 53, 58, 97, 93};</span> </span>
- <span style="color: black;"> </span>
- <span style="color: black;"> cout<<<span class="string" style="color: red;">“原始数据:”</span><<endl; </span>
- <span style="color: black;"> printArray(input, N); </span>
- <span style="color: black;"> </span>
- <span style="color: black;"> quickSort2(input, 0, N-1); </span>
- <span style="color: black;"> printArray(input, N); </span>
- <span style="color: black;"> </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">return</span> 0; </span>
- <span style="color: black;">} </span>
- <span style="color: black;"><span class="keyword" style="font-weight: bold; color: blue;">void</span> swap1(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> a, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> b){ </span>
- <span style="color: black;"> <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> temp = a; </span>
- <span style="color: black;"> a = b; </span>
- <span style="color: black;"> b = temp; </span>
- <span style="color: black;">} </span>
- <span style="color: black;"><span class="keyword" style="font-weight: bold; color: blue;">void</span> printArray(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> * in, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> n){ </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(in == NULL){ </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">return</span>; </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">for</span>(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> i = 0; i<n; i++){ </span>
- <span style="color: black;"> cout<<<span class="string" style="color: red;">” “</span><<in[i]; </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> cout<<endl; </span>
- <span style="color: black;"> </span>
- <span style="color: black;">} </span>
- <span style="color: black;"> </span>
- <span style="color: black;"><span class="keyword" style="font-weight: bold; color: blue;">void</span> quickSort1(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span>* x, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> l, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> r){ </span>
- <span style="color: black;"> </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(l < r){ </span>
- <span style="color: black;"> <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> i = l, j = r, key = x[l]; </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">while</span>(i < j){ </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">while</span>( i < j && x[j] >= key){ </span>
- <span style="color: black;"> j–; </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(i < j){ </span>
- <span style="color: black;"> x[i++] = x[j]; </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">while</span>(i < j && x[i] <= key){ </span>
- <span style="color: black;"> i++; </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(i < j){ </span>
- <span style="color: black;"> x[j–] = x[i]; </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> cout<<<span class="string" style="color: red;">“i = “</span> <<i<<<span class="string" style="color: red;">” j = “</span><<j<<endl; </span>
- <span style="color: black;"> x[i] = key; </span>
- <span style="color: black;"> quickSort1(x, l, i-1); </span>
- <span style="color: black;"> quickSort1(x, i+1, r); </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> </span>
- <span style="color: black;">} </span>
- <span style="color: black;"><span class="keyword" style="font-weight: bold; color: blue;">void</span> quickSort2(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> x[], <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> l, <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> r){ </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(l >= r) </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">return</span>; </span>
- <span style="color: black;"> <span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> m = l; </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">for</span>(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> i = l + l; i <= r; i++ ){ </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(x[i] < x[l]){ </span>
- <span style="color: black;"> swap2(x[++m], x[i]); </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> } </span>
- <span style="color: black;"> swap2(x[l], x[m]); </span>
- <span style="color: black;"> quickSort2(x, l, m – 1); </span>
- <span style="color: black;"> quickSort2(x, m + 1, r); </span>
- <span style="color: black;"> </span>
- <span style="color: black;">} </span>
- <span style="color: black;"><span class="keyword" style="font-weight: bold; color: blue;">void</span> swap2(<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> &a,<span class="datatypes" style="font-weight: bold; color: #2e8b57;">int</span> &b){ </span>
- <span style="color: black;"> <span class="keyword" style="font-weight: bold; color: blue;">if</span>(a==b) <span class="keyword" style="font-weight: bold; color: blue;">return</span>;<span class="comment" style="color: #008200;">//对同一地址的数据交换,会使其结果为0</span> </span>
- <span style="color: black;"> a=a^b; </span>
- <span style="color: black;"> b=a^b; </span>
- <span style="color: black;"> a=a^b; </span>
- <span style="color: black;">}</span> </span>
-
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