【二分答案+贪心】解决“最小值最大”问题(UVa 12124
Problem A - Assemble
Time limit: 2 seconds
Recently your team noticed that the computer you use to practice for programming contests is not good enough anymore. Therefore, you decide to buy a new computer.
To make the ideal computer for your needs, you decide to buy separate components and assemble the computer yourself. You need to buy exactly one of each type of component.
The problem is which components to buy. As you all know, the quality of a computer is equal to the quality of its weakest component. Therefore, you want to maximize the quality of the component with the lowest quality, while not exceeding your budget.
Input
On the first line one positive number: the number of testcases, at most 100. After that per testcase:
One line with two integers: 1 ≤ n ≤ 1000, the number of available components and 1 ≤ b ≤ 1000000000, your budget.
n lines in the following format: ``type name price quality'', where type is a string with the type of the component, name is a string with the unique name of the component, price is an integer (0 ≤ price < 1000000) which represents the price of the component and quality is an integer (0 ≤ quality ≤ 1000000000) which represents the quality of the component (higher is better). The strings contain only letters, digits and underscores and have a maximal length of 20 characters.
It will always possible to construct a computer with your budget.
Output
Per testcase:
One line with one integer: the maximal possible quality.
Sample Input
1 18 800 processor 3500_MHz 66 5 processor 4200_MHz 103 7 processor 5000_MHz 156 9 processor 6000_MHz 219 12 memory 1_GB 35 3 memory 2_GB 88 6 memory 4_GB 170 12 mainbord all_onboard 52 10 harddisk 250_GB 54 10 harddisk 500_FB 99 12 casing midi 36 10 monitor 17_inch 157 5 monitor 19_inch 175 7 monitor 20_inch 210 9 monitor 22_inch 293 12 mouse cordless_optical 18 12 mouse microsoft 30 9 keyboard office 4 10
Sample Output
9
The 2007 ACM Northwestern European Programming Contest
題意:你要去自己買個組裝機,現在給你每個零件的類別、名字、價錢、級別,以及你有的錢數,求能組裝成的機器的最大級別(機器的所有零件中的最小級別,即最小值最大)。
解決“最小值最大”問題的常用方法是“二分答案”。
何為二分答案?以本題為例,假設機器的所有零件中的最小級別為x,刪除級別小于x的所有配件,若可以組裝成一臺不超過b元的電腦,那么ans≥x,否則ans<x;
至于如何判斷是否可以組裝出不超過b元的電腦。利用貪心的思路,每種配件選擇最便宜的一個即可。
二分部分代碼:
1 while(L < R)
2 {
3 int M = L+(R-L+1)/2;
4 if(ok(M)) L = M;
5 else R = M-1;
6 }
貪心部分代碼:
1 bool ok(int q)
2 {
3 int sum = 0;
4 for(int i = 0; i < cnt; i++)
5 {
6 int sz = comp[i].size();
7 int cheapest = b+1;
8 for(int j = 0; j < sz; j++)
9 {
10 if(comp[i][j].quality >= q)
11 cheapest = min(cheapest, comp[i][j].price);//選擇最便宜的
12 }
13 if(cheapest == b+1) return false;
14 sum += cheapest;
15 if(sum > b) return false;
16 }
17 return true;
18 }
代碼如下:
1 #include<iostream>
2 #include<cstdio>
3 #include<cstdlib>
4 #include<cstring>
5 #include<string>
6 #include<vector>
7 #include<map>
8 using namespace std;
9 const int maxn = 1010;
10
11 struct Component
12 {
13 int price, quality;
14 };
15 vector<Component> comp[maxn];
16 int n, b, cnt;
17
18 map<string, int> id;
19 int type_ID(string s)
20 {
21 if(!id.count(s)) id[s] = cnt++;
22 return id[s];
23 }
24 bool ok(int q)
25 {
26 int sum = 0;
27 for(int i = 0; i < cnt; i++)
28 {
29 int sz = comp[i].size();
30 int cheapest = b+1;
31 for(int j = 0; j < sz; j++)
32 {
33 if(comp[i][j].quality >= q)
34 cheapest = min(cheapest, comp[i][j].price);
35 }
36 if(cheapest == b+1) return false;
37 sum += cheapest;
38 if(sum > b) return false;
39 }
40 return true;
41 }
42 int main()
43 {
44 int T; scanf("%d", &T);
45 while(T--)
46 {
47 scanf("%d%d", &n, &b);
48 int maxq = 0; cnt = 0; id.clear();
49 for(int i = 0; i < n; i++) comp[i].clear();
50 for(int i = 0; i < n; i++)
51 {
52 char type[30], name[30]; scanf("%s%s", type, name);
53 int pri, qua; scanf("%d%d", &pri, &qua);
54 maxq = max(qua, maxq);
55 Component tmp; tmp.price = pri, tmp.quality = qua;
56 string tp(type);
57 comp[type_ID(tp)].push_back(tmp);
58 }
59 int L = 0, R = maxq;
60 while(L < R)
61 {
62 //cout << "-----" <<endl;
63 int M = L+(R-L+1)/2;
64 if(ok(M)) L = M;
65 else R = M-1;
66 }
67 printf("%d
", L);
68 }
69 return 0;
70 }
View Code
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