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php常用的排序算法与二分法查找，php算法二分法

WBOY
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2016-06-13 08:42:201219검색

php常用的排序算法与二分法查找，php算法二分法

一 ： 归并排序

将两个的有序数列合并成一个有序数列，我们称之为"归并"。
归并排序(Merge Sort)就是利用归并思想对数列进行排序。根据具体的实现，归并排序包括"从上往下"和"从下往上"2种方式。


1. 从下往上的归并排序：将待排序的数列分成若干个长度为1的子数列，然后将这些数列两两合并；得到若干个长度为2的有序数列，再将这些数列两两合并；得到若干个长度为4的有序数列，再将它们两两合并；直接合并成一个数列为止。这样就得到了我们想要的排序结果

2. 从上往下的归并排序：它与"从下往上"在排序上是反方向的。它基本包括3步：
① 分解 -- 将当前区间一分为二，即求分裂点 mid = (low + high)/2; 
② 求解 -- 递归地对两个子区间a[low...mid] 和 a[mid+1...high]进行归并排序。递归的终结条件是子区间长度为1。
③ 合并 -- 将已排序的两个子区间a[low...mid]和 a[mid+1...high]归并为一个有序的区间a[low...high]。

<span>    /*</span><span>*
      * 归并排序实现过程
      * @param Array $arr 待排序的区间数组
      * @param Int $start 第一个区间数组的起始位置
      * @param Int $mid 第一个区间数组的结束位置，第二个区间数组的起始位置
      * @param Int $end 第二个区间数组的结束位置
      * @return void
      </span><span>*/</span>
    <span>function</span> merge(<span>Array</span> &<span>$arr</span>,<span>$start</span>,<span>$mid</span>,<span>$end</span><span>)
    {
        </span><span>$i</span> = <span>$start</span><span>;
        </span><span>$j</span> = <span>$mid</span> + 1<span>;
        </span><span>$k</span> = 0<span>; 

        </span><span>while</span>(<span>$i</span> <= <span>$mid</span> && <span>$j</span> <= <span>$end</span><span>)
        {
            </span><span>if</span> (<span>$arr</span>[<span>$i</span>] <= <span>$arr</span>[<span>$j</span>])    <span>//</span><span>判断两个区间数组各自数据的大小，并归类</span>
                <span>$tmp</span>[<span>$k</span>++] = <span>$arr</span>[<span>$i</span>++<span>];
            </span><span>else</span>
                <span>$tmp</span>[<span>$k</span>++] = <span>$arr</span>[<span>$j</span>++<span>];
        }

        </span><span>while</span>(<span>$i</span> <= <span>$mid</span>)    <span>//</span><span>防止第一个区间有一个数据没有归类</span>
            <span>$tmp</span>[<span>$k</span>++] = <span>$arr</span>[<span>$i</span>++<span>];

        </span><span>while</span>(<span>$j</span> <= <span>$end</span>) <span>//</span><span>防止第二个区间有一个数据没有归类</span>
            <span>$tmp</span>[<span>$k</span>++] = <span>$arr</span>[<span>$j</span>++<span>];

        </span><span>//</span><span> 将排序后的元素，全部都整合到数组arr中。</span>
        <span>for</span> (<span>$i</span> = 0; <span>$i</span> < <span>$k</span>; ++<span>$i</span><span>)
            </span><span>$arr</span>[<span>$start</span> + <span>$i</span>] = <span>$tmp</span>[<span>$i</span><span>];
    }
    </span><span>/*</span><span>*
      * 归并排序(从上往下)
      * @param Array $arr 待排序的数组
      * @param Int $start 数组起始位置
      * @param Int end 数组结束位置
      * @return void
      </span><span>*/</span>
    <span>function</span> merge_sort(<span>Array</span> &<span>$arr</span>,<span>$start</span>=0,<span>$end</span>=0<span>)
    {
        </span><span>$len</span> = <span>count</span>(<span>$arr</span><span>);
        </span><span>if</span>(<span>$len</span> <= 1 || <span>$start</span> >= <span>$end</span><span>)
            </span><span>return</span> <span>$arr</span><span>;
        </span><span>$mid</span> = <span>intval</span>((<span>$start</span> + <span>$end</span>) / 2); <span>//</span><span>分区间</span>
<span>    
        merge_sort(</span><span>$arr</span>,<span>$start</span>,<span>$mid</span><span>);
        merge_sort(</span><span>$arr</span>,<span>$mid</span>+1,<span>$end</span><span>);

        merge(</span><span>$arr</span>,<span>$start</span>,<span>$mid</span>,<span>$end</span><span>);
    }<br /><br />   //从下往上与此刚好相反</span>

二 ： 快速排序

通过一趟排序将要排序的数据分割成独立的两部分，其中一部分的所有数据都比另外一部分的所有数据都要小，然后再按此方法对这两部分数据分别进行快速排序，整个排序过程可以递归进行，以此达到整个数据变成有序序列。快速排序主体算法时间运算量约 O(log2n) ，划分子区函数运算量约 O(n) ，所以总的时间复杂度为 O(nlog2n) ，它显然优于冒泡排序 O(n2). 可是算法的优势并不是绝对的。试分析，当原文件关键字有序时，快速排序时间复杂度是 O(n2), 这种情况下快速排序不快。而这种情况的冒泡排序是 O(n), 反而很快。在原文件记录关键字无序时的多种排序方法中，快速排序被认为是最好的一种排序方法。

<span>    /*</span><span>*
      * 快速排序
      * @param Array $arr 待排序的数组
      * @return Array 排序后的数组
      </span><span>*/</span>
    <span>function</span> quick_sort(<span>Array</span> <span>$arr</span><span>)
    {
        </span><span>$len</span> = <span>count</span>(<span>$arr</span><span>);
        </span><span>if</span>(<span>$len</span> <= 1<span>)
            </span><span>return</span> <span>$arr</span><span>;
        </span><span>$tmp</span> = <span>$arr</span>[0<span>];
        </span><span>$left_arr</span> =<span> [];
        </span><span>$right_arr</span> =<span> [];
        </span><span>for</span>(<span>$i</span> = 1; <span>$i</span> < <span>$len</span>; ++<span>$i</span><span>)
        {
            </span><span>if</span>(<span>$arr</span>[<span>$i</span>] <= <span>$tmp</span><span>)
                </span><span>$left_arr</span>[] = <span>$arr</span>[<span>$i</span><span>];
            </span><span>else</span>
                <span>$right_arr</span>[] = <span>$arr</span>[<span>$i</span><span>];
        }
        </span><span>//</span><span>递归分类</span>
        <span>$left_arr</span> = quick_sort(<span>$left_arr</span><span>);
        </span><span>$right_arr</span> = quick_sort(<span>$right_arr</span><span>);

        </span><span>return</span> <span>array_merge</span>(<span>$left_arr</span>,<span>array</span>(<span>$tmp</span>),<span>$right_arr</span><span>);
    }
    </span>

三 ：冒泡排序

两两比较待排序数据元素的大小，发现两个数据元素的次序相反时即进行交换，直到没有反序的数据元素为止。该算法的时间复杂度为O(n2)。但是，当原始关键字序列已有序时，只进行一趟比较就结束，此时时间复杂度为O(n)。

<span>    /*</span><span>*
      * 冒泡排序
      * @param Array $arr 待排序的数组
      * @return Array 排序后的数组
      </span><span>*/</span>
    <span>function</span> bubble_sort(<span>Array</span> <span>$arr</span><span>)
    {
        </span><span>$len</span> = <span>count</span>(<span>$arr</span><span>);
        </span><span>for</span>(<span>$i</span> = 0; <span>$i</span> < <span>$len</span>; ++<span>$i</span><span>)
        {
            </span><span>for</span>(<span>$j</span> = <span>$len</span> - 1; <span>$j</span> > <span>$i</span>; --<span>$j</span><span>)
            {
                </span><span>if</span>(<span>$arr</span>[<span>$j</span>] < <span>$arr</span>[<span>$j</span>-1<span>])
                {
                    </span><span>$tmp</span> = <span>$arr</span>[<span>$j</span><span>];
                    </span><span>$arr</span>[<span>$j</span>] = <span>$arr</span>[<span>$j</span>-1<span>];
                    </span><span>$arr</span>[<span>$j</span>-1] = <span>$tmp</span><span>;
                }
            }
        }
        </span><span>return</span> <span>$arr</span><span>;
    }</span>

四 ：插入排序

每次将一个待排序的数据元素插入到前面已经排好序的数列中，使数列依然有序，知道待排序数据元素全部插入完为止。如果目标是把n个元素的序列升序排列，那么采用插入排序存在最好情况和最坏情况。最好情况就是，序列已经是升序排列了，在这种情况下，需要进行的比较操作需(n-1)次即可。最坏情况就是，序列是降序排列，那么此时需要进行的比较共有n(n-1)/2次。插入排序的赋值操作是比较操作的次数加上 (n-1)次。平均来说插入排序算法的时间复杂度为O(n^2)。因而，插入排序不适合对于数据量比较大的排序应用。但是，如果需要排序的数据量很小，例如，量级小于千，那么插入排序还是一个不错的选择

<span>    /*</span><span>*
      * 插入排序
      * @param Array $arr 待排序的数组
      * @return Array 排序后的数组
      </span><span>*/</span>
    <span>function</span> insert_sort(<span>Array</span> <span>$arr</span><span>)
    {
        </span><span>$len</span> = <span>count</span>(<span>$arr</span><span>);
        </span><span>for</span>(<span>$i</span> = 1; <span>$i</span> < <span>$len</span>; ++<span>$i</span><span>)
        {
            </span><span>$tmp</span> = <span>$arr</span>[<span>$i</span><span>];
            </span><span>$j</span> = <span>$i</span> - 1<span>;
            </span><span>//</span><span>把数据插入到合适的位置(交换位置)</span>
            <span>while</span>(<span>$j</span> >= 0 && <span>$arr</span>[<span>$j</span>] > <span>$tmp</span><span>)
            {
                </span><span>$arr</span>[<span>$j</span>+1] = <span>$arr</span>[<span>$j</span><span>];
                </span><span>$arr</span>[<span>$j</span>] = <span>$tmp</span><span>;
                </span>--<span>$j</span><span>;
            }
        }
        </span><span>return</span> <span>$arr</span><span>;
    }</span>

五 ：选择排序

每一趟从待排序的数据元素中选出最小（或最大）的一个元素，顺序放在已排好序的数列的最后，直到全部待排序的数据元素排完。时间复杂度为o(n2),不稳定排序，适合规模比较小的

<span>    /*</span><span>*
      * 选择排序
      * @param Array $arr 待排序的数组
      * @return Array 排序后的数组
      </span><span>*/</span>
    <span>function</span> select_sort(<span>Array</span> <span>$arr</span><span>)
    {
        </span><span>$len</span> = <span>count</span>(<span>$arr</span><span>);
        </span><span>for</span>(<span>$i</span> = 0; <span>$i</span> < <span>$len</span>; ++<span>$i</span><span>)
        {
            </span><span>$k</span> = <span>$i</span>;    <span>//</span><span>标记当前索引</span>
            <span>for</span>(<span>$j</span> = <span>$i</span> + 1; <span>$j</span> < <span>$len</span>; ++<span>$j</span><span>)
            {
                </span><span>if</span>(<span>$arr</span>[<span>$j</span>] < <span>$arr</span>[<span>$k</span><span>])
                    </span><span>$k</span> = <span>$j</span>; <span>//</span><span>获取当前最小值索引</span>
                <span>if</span>(<span>$k</span> != <span>$i</span>) <span>//</span><span>如果最小值得索引发生变化</span>
<span>                {
                    </span><span>$tmp</span> = <span>$arr</span>[<span>$i</span><span>];
                    </span><span>$arr</span>[<span>$i</span>] = <span>$arr</span>[<span>$k</span><span>];
                    </span><span>$arr</span>[<span>$k</span>] = <span>$tmp</span><span>;
                }
            }
        }
        </span><span>return</span> <span>$arr</span><span>;
    }</span>

六 ：二分查找

<span>    /*</span><span>*
      * 二分查找
      * @param Array $arr 待查找的数组
      * @param Int $key 要查找的关键字
      * @return Int
      </span><span>*/</span>
    <span>function</span> bin_search(<span>Array</span> <span>$arr</span>,<span>$key</span><span>)
    {
        </span><span>$high</span> = <span>count</span>(<span>$arr</span><span>);
        </span><span>if</span>(<span>$high</span> <= 0<span>)
            </span><span>return</span> 0<span>;
        </span><span>$low</span> = 0<span>;
        </span><span>while</span>(<span>$low</span> <= <span>$high</span><span>)
        {     
            </span><span>//</span><span>当前查找区间arr[low..high]非空</span>
              <span>$mid</span>=<span>intval</span>((<span>$low</span> + <span>$high</span>) / 2<span>);
            </span><span>if</span>(<span>$arr</span>[<span>$mid</span>] == <span>$key</span><span>) 
                </span><span>return</span> <span>$mid</span>; <span>//</span><span>查找成功返回</span>
            <span>if</span>(<span>$arr</span>[<span>$mid</span>] > <span>$key</span><span>)
                </span><span>$high</span> = <span>$mid</span> - 1; <span>//</span><span>继续在arr[low..mid-1]中查找</span>
            <span>else</span>
                <span>$low</span> = <span>$mid</span> + 1; <span>//</span><span>继续在arr[mid+1..high]中查找</span>
<span>        }
        </span><span>return</span> 0; <span>//</span><span>当low>high时表示查找区间为空，查找失败</span>
<span>    }
    </span><span>$arr</span> = <span>array</span>(1,2,4,6,10,40,50,80,100,110<span>);
    </span><span>echo</span> bin_search(<span>$arr</span>,80);

 

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