75. Sort Colors

problem description

Given an array with n objects colored red, white or blue, sort them in-place so that objects of the same color are adjacent, with the colors in the order red, white and blue.

Here, we will use the integers 0, 1, and 2 to represent the color red, white, and blue respectively.

Note: You are not suppose to use the library's sort function for this problem.

Example:

Input: [2,0,2,1,1,0]
Output: [0,0,1,1,2,2]

Follow up:

  • A rather straight forward solution is a two-pass algorithm using counting sort. First, iterate the array counting number of 0's, 1's, and 2's, then overwrite array with total number of 0's, then 1's and followed by 2's.

  • Could you come up with a one-pass algorithm using only constant space?

algorithm thought

典型的计数排序,计数排序时间复杂度是 O(n),但是适用于数字比较少的情况。这里一共就3个数字,是比较适合的。

最简单的一种方法是,两次遍历出结果,第一次遍历得到所有数的count,第二次遍历对数组赋值。

能否一次遍历出结果呢?是可以的,使用两个标志位标志0,1的结尾。遍历数组,如果为0,swap交换到0的末尾,如果为1,swap交换到1的末尾

code

class Solution {
public:
    void sortColors(vector<int>& nums) {
        int pos_1=0,pos_2=0;
        for(int i=0;i<nums.size();++i){
            if(nums[i]==1){
                swap(nums[i],nums[pos_2++]);
            }
            else if(nums[i]==0){
                swap(nums[i],nums[pos_1++]);
                if(pos_1-1!=pos_2)
                    swap(nums[i],nums[pos_2++]);
                else
                    pos_2++;
            }
        }
    }
};

algorithm analysis

一次遍历数组,时间复杂度O(n)

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