LeetCode -- Assign Cookies

解决如何将不同大小的Cookie分配给有特定需求的孩子们的问题,通过排序和贪心算法,最大化满足孩子的数量。

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问题描述:


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.


输入是两个数组,分别为children所需最小的cookie大小,和cookie数组。任务是需要将cookie分配到children手中,满足cookie[i]>=children[j]。求可满足最多children的数量。


思路:
贪心策略:
children数组排序,cookie排序。
两个索引(childrenIndex, cookieIndex)来遍历children和cookie数组。
找到可满足children的最小cookie,满足后childrenIndex++,cookieIndex+1后继续遍历,直到cookie分配完或children都被分配为止。
返回children的索引作为结果。


实现代码:

public class Solution {
    public int FindContentChildren(int[] g, int[] s) {
       if(s == null || s.Length == 0){
    		return 0;
    	}
    	
    	g = g.OrderBy(x=>x).ToArray();
    	s = s.OrderBy(x=>x).ToArray();
    	
    	var childIndex = 0;
    	var cookieIndex = 0;
    	while(childIndex < g.Length && cookieIndex < s.Length){
    		// get the minimum cookie index
    		var start = cookieIndex;
    		while (start < s.Length && g[childIndex] > s[start])
    		{
    			start ++;
    		}
    		cookieIndex = start ;
    		//Console.WriteLine(cookieIndex);
    		if(cookieIndex < s.Length){
    			childIndex ++;
    		}
    		cookieIndex ++;
    	}
    	
    	return childIndex;
    }
}





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