(PAT)1055 The World's Richest(难题,比较难的排序)

本文介绍了一个算法,用于从全球富豪榜单中筛选特定年龄段内的最富有人群。算法首先对输入的人员名单按财富进行排序,然后针对每个年龄段保留财富排名前100位的人员,最后根据查询条件输出相应年龄段内最富有的M个人。该算法优化了查询效率,避免了直接在完整名单上进行大量查询。

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Forbes magazine publishes every year its list of billionaires based on the annual ranking of the world's wealthiest people. Now you are supposed to simulate this job, but concentrate only on the people in a certain range of ages. That is, given the net worths of N people, you must find the M richest people in a given range of their ages.

Input Specification:

Each input file contains one test case. For each case, the first line contains 2 positive integers: N (≤10​5​​) - the total number of people, and K (≤10​3​​) - the number of queries. Then N lines follow, each contains the name (string of no more than 8 characters without space), age (integer in (0, 200]), and the net worth (integer in [−10​6​​,10​6​​]) of a person. Finally there are K lines of queries, each contains three positive integers: M (≤100) - the maximum number of outputs, and [AminAmax] which are the range of ages. All the numbers in a line are separated by a space.

Output Specification:

For each query, first print in a line Case #X: where X is the query number starting from 1. Then output the M richest people with their ages in the range [AminAmax]. Each person's information occupies a line, in the format

Name Age Net_Worth

The outputs must be in non-increasing order of the net worths. In case there are equal worths, it must be in non-decreasing order of the ages. If both worths and ages are the same, then the output must be in non-decreasing alphabetical order of the names. It is guaranteed that there is no two persons share all the same of the three pieces of information. In case no one is found, output None.

Sample Input:

12 4
Zoe_Bill 35 2333
Bob_Volk 24 5888
Anny_Cin 95 999999
Williams 30 -22
Cindy 76 76000
Alice 18 88888
Joe_Mike 32 3222
Michael 5 300000
Rosemary 40 5888
Dobby 24 5888
Billy 24 5888
Nobody 5 0
4 15 45
4 30 35
4 5 95
1 45 50

Sample Output:

Case #1:
Alice 18 88888
Billy 24 5888
Bob_Volk 24 5888
Dobby 24 5888
Case #2:
Joe_Mike 32 3222
Zoe_Bill 35 2333
Williams 30 -22
Case #3:
Anny_Cin 95 999999
Michael 5 300000
Alice 18 88888
Cindy 76 76000
Case #4:
None

解题思路:

一开始我尝试创建多个数组来储存不同年龄段的人,不过查找量比较大,两个测试用例超时了。

注意到M的范围在100以内,因此可以进行预处理,即将每个年龄中财富在前100的人筛选出放在数组中即可

(即在原来排过序的数组中删去100名以外的)

这样最多最多有10000个人在数组中,查询时,挨个遍历即可

#define _CRT_SECURE_NO_WARNINGS
#include <iostream>
#include <algorithm>
#include <string.h>
#include <vector>
#include <string>
using namespace std;
struct Person
{
	int age, wealth;
	char name[20];
}Persons[10010],validPersons[10010];
bool cmp(Person a, Person b) {
	if (a.wealth!= b.wealth) {
		return a.wealth > b.wealth;
	}
	else {
		if (a.age != b.age) {
			return a.age < b.age;
		}
		else {
			return strcmp(a.name, b.name) < 0;
		}
	}
}
int Ages[10010] = { 0 };  //年龄无法超过100
int main() {
	int N, M;
	scanf("%d %d", &N, &M);
	for (int i = 0; i < N; ++i) {
		scanf("%s %d %d", &Persons[i].name, &Persons[i].age, &Persons[i].wealth);
	}
	sort(Persons, Persons + N, cmp);
	int validNumber = 0;
	for (int i = 0; i < N; ++i) {
		if (Ages[Persons[i].age] < 100) {   //各年龄段只要筛选前100名就行了 这样100*100最多不会超过10000
			Ages[Persons[i].age]++;
			validPersons[validNumber++] = Persons[i];
		}
	}
	for (int i = 0; i < M; ++i) {
		int ranks, low, high;
		scanf("%d %d %d", &ranks, &low, &high);
		int printNumber = 0;
		printf("Case #%d:\n", i + 1);
		for (int j = 0; j < validNumber && printNumber < ranks; j++) {   //不能超过数组中总人数,也不能超过需要打印的人数
			if (validPersons[j].age <= high && validPersons[j].age >= low) {
				printf("%s %d %d\n", validPersons[j].name, validPersons[j].age, validPersons[j].wealth);
				printNumber++;
			}
		}
		if (printNumber == 0) {
			printf("None\n");
		}
	}
	system("PAUSE");
	return 0;
}

 

 

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