按创作顺序逐首决策,dp[d][u] 表示已开 d 张 CD、最后一张已用 u 分钟时最多可选歌曲数的动态规划。
OJ: roj
题目 ID: 2060
难度:普及
标签:动态规划背包python
创建: 2026-10-01 05:45
更新: 2026-10-06 10:36
题目描述
从
样例输入:
text
4 5 2
4 3 4 2样例输出:
text
3思路
顺序固定,只需记录当前已开 CD 数
参考代码
Python 版:
python
#!/usr/bin/env python3
# Author by Rainboy blog: https://rainboylv.com github: https://github.com/rainboylvx
# rbook: -> https://rbook.roj.ac.cn https://rbook2.roj.ac.cn
# rainboy的学习导航网站: https://idx.roj.ac.cn
# create_at: 2026-10-01 05:45
# update_at: 2026-10-01 05:45
import sys
NEG = -10**9 # 状态不存在时的哨兵:让 max 忽略不可达的转移
def place(
cur: dict[tuple[int, int], int], length: int, T: int, M: int
) -> dict[tuple[int, int], int]:
"""把一首长度为 length 的歌接进所有状态:丢弃 / 塞进当前 CD / 另开一张 CD。"""
nxt = dict(cur) # 丢弃这首歌:状态原样保留
for (discs, used), songs in cur.items():
if discs >= 1 and used + length <= T: # 当前 CD 剩余空位足够
key = (discs, used + length)
nxt[key] = max(nxt.get(key, NEG), songs + 1)
if discs < M and length <= T: # 单独占用一张新 CD
key = (discs + 1, length)
nxt[key] = max(nxt.get(key, NEG), songs + 1)
return nxt
def solve() -> None:
data = iter(map(int, sys.stdin.buffer.read().split()))
n, T, M = next(data), next(data), next(data)
lengths = [next(data) for _ in range(n)] # 歌曲按创作时间顺序给出
# 状态 (已开的 CD 数, 最后一张 CD 已用分钟) -> 已选歌曲数;discs = 0 表示还没开过 CD
state: dict[tuple[int, int], int] = {(0, 0): 0}
for length in lengths:
state = place(state, length, T, M)
print(max(state.values()))
if __name__ == "__main__":
solve()C++ 版(同一算法):
cpp
/**
* Author by Rainboy blog: https://rainboylv.com github: https://github.com/rainboylvx
* rbook: -> https://rbook.roj.ac.cn https://rbook2.roj.ac.cn
* rainboy的学习导航网站: https://idx.roj.ac.cn
* create_at: 2026-10-06 10:36
* update_at: 2026-10-06 10:36
*/
#include <iostream>
#include <algorithm>
using namespace std;
typedef long long ll;
ll n, T, M; // 歌曲数、CD 容量、CD 张数
ll a[25]; // 每首歌的长度
ll dp[25][25]; // dp[d][u]:已开 d 张 CD、最后一张已用 u 分钟时最多可选歌曲数
int main() {
ios::sync_with_stdio(false);
cin.tie(nullptr);
cin >> n >> T >> M;
for (ll i = 1; i <= n; ++i) cin >> a[i];
// 初始化:只有 (0,0) 可达,其余为负无穷
for (ll d = 0; d <= M; ++d)
for (ll u = 0; u <= T; ++u)
dp[d][u] = -1e9;
dp[0][0] = 0;
for (ll k = 1; k <= n; ++k) { // 按创作顺序处理每首歌
ll old[25][25];
for (ll d = 0; d <= M; ++d)
for (ll u = 0; u <= T; ++u)
old[d][u] = dp[d][u];
for (ll d = 0; d <= M; ++d) {
for (ll u = 0; u <= T; ++u) {
if (old[d][u] < 0) continue; // 不可达状态跳过
// 1) 丢弃这首歌
dp[d][u] = max(dp[d][u], old[d][u]);
// 2) 接在当前 CD 末尾(前提是已经开过 CD)
if (d >= 1 && u + a[k] <= T) {
dp[d][u + a[k]] = max(dp[d][u + a[k]], old[d][u] + 1);
}
// 3) 另开一张新 CD
if (d < M && a[k] <= T) {
dp[d + 1][a[k]] = max(dp[d + 1][a[k]], old[d][u] + 1);
}
}
}
}
ll ans = 0;
for (ll d = 0; d <= M; ++d)
for (ll u = 0; u <= T; ++u)
ans = max(ans, dp[d][u]);
cout << ans << "\n";
return 0;
}