ACM: 广搜+素数  poj 3126 (素数表…

本文介绍了一个有趣的算法问题:从一个四位素数通过改变一位数字的方式转换到另一个四位素数,且每一步都保持为素数。文章提供了使用广度优先搜索(BFS)算法求解最短路径的方法,并附带实现代码。

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                                                                  Prime Path

Description

The ministers of the cabinet were quite upset by the message from the Chief of Security stating that they would all have to change the four-digit room numbers on their offices.
— It is a matter of security to change such things every now and then, to keep the enemy in the dark.
— But look, I have chosen my number 1033 for good reasons. I am the Prime minister, you know!
— I know, so therefore your new number 8179 is also a prime. You will just have to paste four new digits over the four old ones on your office door.
— No, it’s not that simple. Suppose that I change the first digit to an 8, then the number will read 8033 which is not a prime!
— I see, being the prime minister you cannot stand having a non-prime number on your door even for a few seconds.
— Correct! So I must invent a scheme for going from 1033 to 8179 by a path of prime numbers where only one digit is changed from one prime to the next prime.

Now, the minister of finance, who had been eavesdropping, intervened.
— No unnecessary expenditure, please! I happen to know that the price of a digit is one pound.
— Hmm, in that case I need a computer program to minimize the cost. You don't know some very cheap software gurus, do you?
— In fact, I do. You see, there is this programming contest going on... Help the prime minister to find the cheapest prime path between any two given four-digit primes! The first digit must be nonzero, of course. Here is a solution in the case above.

1033
1733
3733
3739
3779
8779
8179

The cost of this solution is 6 pounds. Note that the digit 1 which got pasted over in step 2 can not be reused in the last step – a new 1 must be purchased.

Input

One line with a positive number: the number of test cases (at most 100). Then for each test case, one line with two numbers separated by a blank. Both numbers are four-digit primes (without leading zeros).

Output

One line for each case, either with a number stating the minimal cost or containing the word Impossible.

Sample Input

3

1033 8179

1373 8017

1033 1033

Sample Output

6

7

0

 

题意: 内阁大臣要改办公室门牌. 大臣是素数爱好者.门牌每次更改只可以更改一个数字.

         现在给定一开始的门牌号,和最后的门牌号. 计算出最少的更改次数就可以成功.

解题思路:

                 1. 还是BFS(广搜) , 这题目做烂了.

                 2. 素数判定, 采用打表解决.

 

代码:

#include <cstdio>
#include <iostream>
#include <cstring>
#include <queue>
using namespace std;
#define MAX 100005
int dir[5] = {1,10,100,1000,10000};

struct node
{
    int num;
    int dist;
};

bool prime[MAX*10];
bool visit[MAX*10];
node start , end;

void init()
{
    memset(prime,false,sizeof(prime));
    int i,j;
    for(i=2;i<10000;i++)
        for(j=i;i*j<10000;j++)
            prime[i*j]=true;
}

int bfs(node start)
{
    queue<node> qu;
    node t;
    int result = 0;
    
    qu.push(start);
    
    while( !qu.empty() )
    {
        t = qu.front();
        qu.pop();
        
        if(t.num == end.num)
        {
            result = t.dist;
            break;
        }
        
        for(int i = 0; i < 4; ++i)
        {
            node tt;
            for(int j = 0; j < 10; ++j)
            {
                int num1 = j * dir[i];
                int num2 = t.num % dir[i+1];
                int num3 = t.num % dir[i];
                tt.num = t.num - num2 + num1 + num3;
                tt.dist = t.dist + 1;
                if(tt.num >= 1000 && tt.num <= 10000 && !prime[tt.num] && !visit[tt.num])
                {
                    visit[tt.num] = true;
                    qu.push(tt);
                }
            }
        }
    }
    
    return result;
}


int main()
{
//    freopen("input.txt","r",stdin);
    int n;
    init();
    scanf("%d",&n);
    while(n--)
    {
        int result = 0;
        memset(visit,false,sizeof(visit));
        scanf("%d %d",&start.num,&end.num);
        start.dist = 0;

        result = bfs(start);
        if(start.num == end.num)
            printf("0\n");
        else if(result == 0)
            printf("Impossible\n");
        else
            printf("%d\n",result);
    }

    return 0;
}

内容概要:本文针对国内加密货币市场预测研究较少的现状,采用BP神经网络构建了CCi30指数预测模型。研究选取2018年3月1日至2019年3月26日共391天的数据作为样本,通过“试凑法”确定最优隐结点数目,建立三层BP神经网络模型对CCi30指数收盘价进行预测。论文详细介绍了数据预处理、模型构建、训练及评估过程,包括数据归一化、特征工程、模型架构设计(如输入层、隐藏层、输出层)、模型编译与训练、模型评估(如RMSE、MAE计算)以及结果可视化。研究表明,该模型在短期内能较准确地预测指数变化趋势。此外,文章还讨论了隐层节点数的优化方法及其对预测性能的影响,并提出了若干改进建议,如引入更多技术指标、优化模型架构、尝试其他时序模型等。 适合人群:对加密货币市场预测感兴趣的研究人员、投资者及具备一定编程基础的数据分析师。 使用场景及目标:①为加密货币市场投资者提供一种新的预测工具和方法;②帮助研究人员理解BP神经网络在时间序列预测中的应用;③为后续研究提供改进方向,如数据增强、模型优化、特征工程等。 其他说明:尽管该模型在短期内表现出良好的预测性能,但仍存在一定局限性,如样本量较小、未考虑外部因素影响等。因此,在实际应用中需谨慎对待模型预测结果,并结合其他分析工具共同决策。
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