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  • [LeetCode] Assign Cookies 分点心

    Assume you are an awesome parent and want to give your children some cookies. But, you should give each child at most one cookie. Each child i has a greed factor gi, which is the minimum size of a cookie that the child will be content with; and each cookie j has a size sj. If sj >= gi, we can assign the cookie j to the child i, and the child i will be content. Your goal is to maximize the number of your content children and output the maximum number.

    Note:
    You may assume the greed factor is always positive. 
    You cannot assign more than one cookie to one child.

    Example 1:

    Input: [1,2,3], [1,1]
    
    Output: 1
    
    Explanation: You have 3 children and 2 cookies. The greed factors of 3 children are 1, 2, 3. 
    And even though you have 2 cookies, since their size is both 1, you could only make the child whose greed factor is 1 content.
    You need to output 1.
    

    Example 2:

    Input: [1,2], [1,2,3]
    
    Output: 2
    
    Explanation: You have 2 children and 3 cookies. The greed factors of 2 children are 1, 2. 
    You have 3 cookies and their sizes are big enough to gratify all of the children, 
    You need to output 2.

    这道题给了我们一堆cookie,每个cookie的大小不同,还有一堆小朋友,每个小朋友的胃口也不同的,问我们当前的cookie最多能满足几个小朋友。这是典型的利用贪婪算法的题目,我们可以首先对两个数组进行排序,让小的在前面。然后我们先拿最小的cookie给胃口最小的小朋友,看能否满足,能的话,我们结果res自加1,然后再拿下一个cookie去满足下一位小朋友;如果当前cookie不能满足当前小朋友,那么我们就用下一块稍大一点的cookie去尝试满足当前的小朋友。当cookie发完了或者小朋友没有了我们停止遍历,参见代码如下:

    解法一:

    class Solution {
    public:
        int findContentChildren(vector<int>& g, vector<int>& s) {
             int res = 0, p = 0;
             sort(g.begin(), g.end());
             sort(s.begin(), s.end());
             for (int i = 0; i < s.size(); ++i) {
                 if (s[i] >= g[p]) {
                     ++res;
                     ++p;
                     if (p >= g.size()) break;
                 }
             }
             return res;
        }
    };

    我们可以对上述代码进行精简,我们用变量j既可以表示小朋友数组的坐标,同时又可以表示已满足的小朋友的个数,因为只有满足了当前的小朋友,才会去满足下一个胃口较大的小朋友,参见代码如下:

    解法二:

    class Solution {
    public:
        int findContentChildren(vector<int>& g, vector<int>& s) {
            int j = 0;
            sort(g.begin(), g.end());
            sort(s.begin(), s.end());
            for (int i = 0; i < s.size() && j < g.size(); ++i) {
                if (s[i] >= g[j]) ++j;
            }
            return j;
        }
    };

    参考资料:

    https://discuss.leetcode.com/topic/67676/simple-greedy-java-solution

    LeetCode All in One 题目讲解汇总(持续更新中...)

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  • 原文地址:https://www.cnblogs.com/grandyang/p/6077344.html
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