HDU 5045 - Contest(dp + 状压)
2014-09-28 23:56
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[align=left]Problem Description[/align]
In the ACM International Collegiate Programming Contest, each team consist of three students. And the teams are given 5 hours to solve between 8 and 12 programming problems.
On Mars, there is programming contest, too. Each team consist of N students. The teams are given M hours to solve M programming problems. Each team can use only one computer, but they can’t cooperate to solve a problem. At the beginning of the ith hour, they
will get the ith programming problem. They must choose a student to solve this problem and others go out to have a rest. The chosen student will spend an hour time to program this problem. At the end of this hour, he must submit his program. This program is
then run on test data and can’t modify any more.
Now, you have to help a team to find a strategy to maximize the expected number of correctly solved problems.
For each problem, each student has a certain probability that correct solve. If the ith student solve the jth problem, the probability of correct solve is Pij .
At any time, the different between any two students’ programming time is not more than 1 hour. For example, if there are 3 students and there are 5 problems. The strategy {1,2,3,1,2}, {1,3,2,2,3} or {2,1,3,3,1} are all legal. But {1,1,3,2,3},{3,1,3,1,2} and
{1,2,3,1,1} are all illegal.
You should find a strategy to maximize the expected number of correctly solved problems, if you have know all probability
[align=left]Input[/align]
The first line of the input is T (1 ≤ T ≤ 20), which stands for the number of test cases you need to solve.
The first line of each case contains two integers N ,M (1 ≤ N ≤ 10,1 ≤ M ≤ 1000),denoting the number of students and programming problem, respectively.
The next N lines, each lines contains M real numbers between 0 and 1 , the jth number in the ith line is Pij .
[align=left]Output[/align]
For each test case, print a line “Case #t: ”(without quotes, t means the index of the test case) at the beginning. Then a single real number means the maximal expected number of correctly solved problems if this team follow the best
strategy, to five digits after the decimal point. Look at the output for sample input for details.
[align=left]Sample Input[/align]
1
2 3
0.6 0.3 0.4
0.3 0.7 0.9
[align=left]Sample Output[/align]
Case #1: 2.20000
题意:
有n(1<=n<=10)个人和m(1<=m<=1000)道题要求在m小时内做出,而每一次只能有一个人做,求每一个小时任意两个人的解题数差不得超过1。求出题目的完成概率。
思路:
DP+ 状压,dp[i][j]指前i 列j题的状态。1表示此人做过题,0表示米有;以n 作为一个周期,若 t==(1 << n) - 1,则t 重新置为0.
CODE:
#include <iostream>
#include <cstdio>
#include <cstring>
#include <algorithm>
using namespace std;
const int maxn = 1100;
double dp[maxn][maxn];
double a[maxn][maxn];
int main() {
int n, m;
int T, cas = 1;
scanf("%d", &T);
while (T--) {
scanf("%d%d", &n, &m);
for (int i = 0; i < n; i++)
for (int j = 0; j < m; j++)
scanf("%lf", &a[i][j]);
for (int i = 0; i <= m; i++)
for (int j = 0; j <= (1<<n); j++)
dp[i][j] = -1.0;
dp[0][0] = 0;
for (int i = 0; i < m; i++) {
for (int j = 0; j < (1<<n); j++) {
if (dp[i][j] < 0) continue;
int t;
for (int k = 0; k < n; k++)
if (((1<<k)&j) == 0) {
t = j | (1<<k);
if (t == (1<<n)-1) t = 0;
if (dp[i+1][t] < dp[i][j] + a[k][i])
dp[i+1][t] = dp[i][j] + a[k][i];
}
}
}
double ans = 0;
for (int i = 0; i < (1<<n); i++)
ans = max(ans, dp[m][i]);
printf("Case #%d: %.5lf\n", cas++, ans);
}
return 0;
}
In the ACM International Collegiate Programming Contest, each team consist of three students. And the teams are given 5 hours to solve between 8 and 12 programming problems.
On Mars, there is programming contest, too. Each team consist of N students. The teams are given M hours to solve M programming problems. Each team can use only one computer, but they can’t cooperate to solve a problem. At the beginning of the ith hour, they
will get the ith programming problem. They must choose a student to solve this problem and others go out to have a rest. The chosen student will spend an hour time to program this problem. At the end of this hour, he must submit his program. This program is
then run on test data and can’t modify any more.
Now, you have to help a team to find a strategy to maximize the expected number of correctly solved problems.
For each problem, each student has a certain probability that correct solve. If the ith student solve the jth problem, the probability of correct solve is Pij .
At any time, the different between any two students’ programming time is not more than 1 hour. For example, if there are 3 students and there are 5 problems. The strategy {1,2,3,1,2}, {1,3,2,2,3} or {2,1,3,3,1} are all legal. But {1,1,3,2,3},{3,1,3,1,2} and
{1,2,3,1,1} are all illegal.
You should find a strategy to maximize the expected number of correctly solved problems, if you have know all probability
[align=left]Input[/align]
The first line of the input is T (1 ≤ T ≤ 20), which stands for the number of test cases you need to solve.
The first line of each case contains two integers N ,M (1 ≤ N ≤ 10,1 ≤ M ≤ 1000),denoting the number of students and programming problem, respectively.
The next N lines, each lines contains M real numbers between 0 and 1 , the jth number in the ith line is Pij .
[align=left]Output[/align]
For each test case, print a line “Case #t: ”(without quotes, t means the index of the test case) at the beginning. Then a single real number means the maximal expected number of correctly solved problems if this team follow the best
strategy, to five digits after the decimal point. Look at the output for sample input for details.
[align=left]Sample Input[/align]
1
2 3
0.6 0.3 0.4
0.3 0.7 0.9
[align=left]Sample Output[/align]
Case #1: 2.20000
题意:
有n(1<=n<=10)个人和m(1<=m<=1000)道题要求在m小时内做出,而每一次只能有一个人做,求每一个小时任意两个人的解题数差不得超过1。求出题目的完成概率。
思路:
DP+ 状压,dp[i][j]指前i 列j题的状态。1表示此人做过题,0表示米有;以n 作为一个周期,若 t==(1 << n) - 1,则t 重新置为0.
CODE:
#include <iostream>
#include <cstdio>
#include <cstring>
#include <algorithm>
using namespace std;
const int maxn = 1100;
double dp[maxn][maxn];
double a[maxn][maxn];
int main() {
int n, m;
int T, cas = 1;
scanf("%d", &T);
while (T--) {
scanf("%d%d", &n, &m);
for (int i = 0; i < n; i++)
for (int j = 0; j < m; j++)
scanf("%lf", &a[i][j]);
for (int i = 0; i <= m; i++)
for (int j = 0; j <= (1<<n); j++)
dp[i][j] = -1.0;
dp[0][0] = 0;
for (int i = 0; i < m; i++) {
for (int j = 0; j < (1<<n); j++) {
if (dp[i][j] < 0) continue;
int t;
for (int k = 0; k < n; k++)
if (((1<<k)&j) == 0) {
t = j | (1<<k);
if (t == (1<<n)-1) t = 0;
if (dp[i+1][t] < dp[i][j] + a[k][i])
dp[i+1][t] = dp[i][j] + a[k][i];
}
}
}
double ans = 0;
for (int i = 0; i < (1<<n); i++)
ans = max(ans, dp[m][i]);
printf("Case #%d: %.5lf\n", cas++, ans);
}
return 0;
}
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