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Algorithm/파이썬 알고리즘 인터뷰

[그리디 알고리즘] 쿠키

by 밤초록 2023. 4. 6.
455 | Assign Cookies
https://leetcode.com/problems/assign-cookies/

 

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 g[i], which is the minimum size of a cookie that the child will be content with; and each cookie j has a size s[j]. If s[j] >= g[i], 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.

 

Example 1:

Input: g = [1,2,3], s = [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: g = [1,2], s = [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.

 

Constraints:

  • 1 <= g.length <= 3 * 104
  • 0 <= s.length <= 3 * 104
  • 1 <= g[i], s[j] <= 231 - 1

 

 

작성 코드

 

class Solution:
    def findContentChildren(self, g: List[int], s: List[int]) -> int:
        if not s:
            return 0
        g.sort()
        s.sort()
        answer = 0
        greed = 0
        
        for size in s:
            if greed >= len(g):
                break
            if size >= g[greed]:
                answer += 1
                greed += 1
        return answer
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