[#1792]feat(MaxAverageRatio) : add C# brute force solution

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2025-09-01 11:15:34 +08:00
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# [1792] Maximum Average Pass Ratio
## 題目資訊
- **難度**: Medium
- **標籤**: Array, Greedy, Heap(Priority Queue)
- **題目連結**: [LeetCode](https://leetcode.com/problems/maximum-average-pass-ratio/)
- **練習日期**: 2025-09-01
## 題目描述
There is a school that has classes of students and each class will be having a final exam. You are given a 2D integer array `classes`, where `classes[i] = [passi, totali]`. You know beforehand that in the `ith` class, there are `totali` total students, but only `passi` number of students will pass the exam.
You are also given an integer `extraStudents`. There are another `extraStudents` brilliant students that are **guaranteed** to pass the exam of any class they are assigned to. You want to assign each of the `extraStudents` students to a class in a way that **maximizes** the **average** pass ratio across **all** the classes.
The **pass ratio** of a class is equal to the number of students of the class that will pass the exam divided by the total number of students of the class. The **average pass ratio** is the sum of pass ratios of all the classes divided by the number of the classes.
Return the *maximum* possible average pass ratio after assigning the `extraStudents` students. Answers within `10-5` of the actual answer will be accepted.
## 解題思路
### 初步分析
- 這題主要考察什麼概念?
- 貪心算法,找出每次分配學生,通過率可以提升至最高
- Pass Ratio = pass / total
- Average Pass Ratio = sum of pass ration / number of class
### 解法概述
1. **暴力解法**:
- 思路:
- 每次分配一個學生看哪個班級提升率會最高
- leetcode 這邊會 time limit exceeded
- 時間複雜度O(N)
- 空間複雜度O(N)
2. **最佳解法**:
- 思路:
- Priority Queue(Max Heap) 存每個班級淺在
- 時間複雜度O(?)
- 空間複雜度O(?)
## 測試案例
### 範例輸入輸出
```
Input: classes = [[1,2],[3,5],[2,2]], extraStudents = 2
Output: 0.78333
Explanation: You can assign the two extra students to the first class. The average pass ratio will be equal to (3/4 + 3/5 + 2/2) / 3 = 0.78333.
```
### 邊界情況
- 1 <= classes.length <= 10^5
- classes[i].length == 2
- 1 <= passi <= totali <= 10^5
- 1 <= extraStudents <= 10^5
## 學習筆記
### 今天學到什麼?
-
### 遇到的困難
-
### 改善方向
-
### 相關題目
- [題目編號] 題目名稱 - 相似概念
- [題目編號] 題目名稱 - 進階版本
---
**總結**: 這題的核心概念是...,適合練習...技巧。

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// LeetCode 1792: Maximum Average Pass Ratio
// 難度: Medium
// 日期: 2025-09-01
using System;
using System.Collections.Generic;
using System.Linq;
public class Solution {
public double MaxAverageRatioByBruteForce(int[][] classes, int extraStudents)
{
var n = classes.Length;
var pass = new int[n];
var total = new int[n];
for (var i = 0; i < n; i++)
{
pass[i] = classes[i][0];
total[i] = classes[i][1];
}
for (int student = 0; student < extraStudents; student++)
{
int bestClass = -1;
double maxInprovement = 0;
for (int i = 0; i < n; i++)
{
double currentAvg = CalculateAvergaeRatio(pass, total);
pass[i]++;
total[i]++;
double newAvg = CalculateAvergaeRatio(pass, total);
double improvement = newAvg - currentAvg;
pass[i]--;
total[i]--;
if (improvement > maxInprovement)
{
maxInprovement = improvement;
bestClass = i;
}
}
if (bestClass != -1)
{
pass[bestClass]++;
total[bestClass]++;
}
}
return CalculateAvergaeRatio(pass, total);
}
private double CalculateAvergaeRatio(int[] pass, int[] total) {
double sum = 0;
for (var i = 0; i < pass.Length; i++)
{
sum += (double)pass[i] / total[i];
}
return sum / pass.Length;
}
}
// 測試程式
public class Program
{
public static void Main()
{
Solution solution = new Solution();
// TestCase
TestCase1(solution);
TestCase2(solution);
}
static void TestCase1(Solution solution)
{
// Input:
int[][] classes = new int[][]
{
new int[] {1, 2},
new int[] {3, 5},
new int[] {2, 2}
};
int extraStudents = 2;
Console.WriteLine("Test 1: ");
Console.WriteLine($"classes: [{string.Join("], [", classes.Select(c => string.Join(", ", c)))}]");
Console.WriteLine($"extraStudents: {extraStudents}");
// Expected:
Console.WriteLine("Expect: ");
Console.WriteLine($"output: 0.78333");
// Actual:
Console.WriteLine("Actual: ");
Console.WriteLine($"Brute Force: {solution.MaxAverageRatioByBruteForce(classes, extraStudents):F6}");
//Console.WriteLine($"output: {solution.MaxAverageRatio(classes, extraStudents):F6}");
}
static void TestCase2(Solution solution)
{
// Input:
int[][] classes = new int[][]
{
new int[] {2, 4},
new int[] {3, 9},
new int[] {4, 5},
new int[] {2, 10}
};
int extraStudents = 4;
Console.WriteLine("Test 2: ");
Console.WriteLine($"classes: [{string.Join("], [", classes.Select(c => string.Join(", ", c)))}]");
Console.WriteLine($"extraStudents: {extraStudents}");
// Expected:
Console.WriteLine("Expect: ");
Console.WriteLine($"output: 0.53485");
// Actual:
Console.WriteLine("Actual: ");
Console.WriteLine($"Brute Force: {solution.MaxAverageRatioByBruteForce(classes, extraStudents):F6}");
//Console.WriteLine($"output: {solution.MaxAverageRatio(classes, extraStudents):F6}");
}
}

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<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>net8.0</TargetFramework>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
</PropertyGroup>
</Project>