Leetcode题目:Counting Bits

题目:

Given a non negative integer number num. For every numbers i in the range 0 ≤ i ≤ num calculate the number of 1‘s in their binary representation and return them as an array.

Example:
For num = 5 you should return [0,1,1,2,1,2].

Follow up:

    • It is very easy to come up with a solution with run time O(n*sizeof(integer)). But can you do it in linear time O(n) /possibly in a single pass?
    • Space complexity should be O(n).
    • Can you do it like a boss? Do it without using any builtin function like __builtin_popcount in c++ or in any other language.

题目解答:这个题上来一看,就知道可以一次统计每个整数的1的个数,这个思路特别简单。但是从后续的条件中,可以知道,关键是在时间效率和空间效率上。所以,我们来观察一下,数字中含有1的规律:

数字     ------>   对应二进制   ---------->  含有1的个数

0         ------>      0            ---------->   0

1         ------>      1            ---------->   1

2         ------>      10           ---------->  1

3         ------>      11           ---------->  2

4         ------>      100         ---------->  1

5         ------>      101         ---------->  2

6         ------>      110          ---------->  2

7         ------>      111          --------->   3

8         ------>      1000        ---------->  1

9         ------>      1001        ---------->  2

10         ------>    1010         ---------->  2

11         ------>    1011         ---------->  3

12         ------>     1100        ---------->  2

13         ------>     1101        ---------->  3

14         ------>     1110        ---------->  3

15         ------>     1111        ---------->  4

16         ------>     10000      ---------->  1

17         ------>     10001       ---------->  2

18         ------>     10010       ---------->  2

。。。

可以注意到,没变一种颜色,相当于在上面所有颜色的对应位置上增加1。这个对应的规则为对cur_num求余数。cur_num的变化规则为:1,2,4,8,16,32,……翻倍的增长。

代码如下:

class Solution {
public:
    vector<int> countBits(int num) {
        vector<int> res;
        if(num < 0)
            return res;
        if(num == 0)
        {
            res.push_back(0);
            return res;
        }
        if(num == 1)
        {
            res.push_back(0);
            res.push_back(1);
            return res;
        }
        res.push_back(0);
        res.push_back(1);
        int cur_num = 2;
        int record = cur_num;
        int next_num = cur_num * 2;
        for(int i = 2;i <= num;i++)
        {
            cur_num--;
            res.push_back(1 + res[i % record]);
            if(cur_num == 0)
            {
                cur_num = next_num;
                next_num = cur_num * 2;
                record = cur_num;
            }
        }
        return res;
       
    }
};

时间: 2024-11-05 13:41:08

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