CSC3100 Data Structures Fall 2022 Programming Assignment II: Special Shortest Path, Median Search Tree, Football Match and Prefix
CSC3100 Data Structures Fall 2022 Programming Assignment II
1 Problem 1: Special Shortest Path
1.1 Statement
City C consists of n nodes, representing different places. There are m edges between these nodes. For the edge ei = (ui , vi , wi ), there is a bidirectional(undirected) trail connecting ui and vi with length of wi.
For a path P = {pi}, consisting of edges p1, p2, p3, · · · , pk, the length of each edge is li = wpi . Normally, passing the edge pi with length li will cost li units of energy. Specially, if li = K · li−1, then passing this edge will only cost (K − 1) · li−1 units of energy.
Alice is starting from the node 1. Alice wants to know how many units of energy it will take at least to visit the node x, for any x. If x is unreachable from the start point(node 1), you should output −1 as the result.
1.2 Input Format
The first line consists of three integer numbers n,m,K. The following m lines each consists of three integer numbers u, v, w to describe a bidirectional trail.
1.3 Output Format
You need to output a line consisting of n integers, each representing the minimum units of energy to reach node i from node 1.
2 Problem 2: Median Search Tree 2.1 Statement
If the sorted array of all the values in the set is {ai}ni=1, let t = ⌈n/2⌉, then the median 2k values are {at−k+1, · · · , at+k}.
Barbara has got a set of values with size of 2k initially. Barbara wants to do m operations on it. Each operation belongs to the following 3 types:
• 1 w: insert a value w.
• 2: output all the median 2k values, i.e. at−k+p, ∀1 ≤ p ≤ 2k.
• 3 p: delete the p-th value among median 2k values, i.e. at−k+p.
We guarantee that all the values will be distinct and the size of the set is always at least 2k. 2.2 Input Format
The first line consists of two integer numbers m,k. The second line consists of the 2k values in the initial set. Then, the following m lines each consists of the command of an operation.
2.3 Output Format
You need to output one line for each query(operation 2). Each line consists of 2k positive integers, the median 2k values of the set at that time in ascending order.
2.6 Hints
You can solve this problem with heaps.
3 Problem 3: Football Match 3.1 Statement
While the FIFA World Cup is being held in Qatar, BLGG is organizing a football tournament in LGU, too.
There are n teams in this tournament, numbered from 1 to n. Each team has its popularity, and the popularity of team i is ai. A match between i and j will gain ai × aj MOD M attractions.
When a football team loses a match, it will be eliminated from the tournament. At the end, the team left standing will be the champion of this tournament.
BLGG is wondering that what the maximum sum of the attractions of the (n − 1) matches. 3.2 Input Format
The first line contains two integers n and M. The second line contains n integers a1 , · · · , an .
3.3 Output Format
Output one integer representing the maximum sum of the attractions of the (n − 1) matches.
4 Problem 4: Prefix 4.1 Statement
You are given n strings s1, s2, · · · , sn and q queries. In ith query, you are given a string ti, please find out how many strings in s1, s2, · · · , sn begins with ti.
4.2 Input Format
The first line is an integer n.
Each of the next n lines contains a string, respectively. The (i + 1)th line of input is si. The (n + 2)th line of input is an integer q.
Each of the next q lines contains a string, respectively. The (n + 2 + i)th line of input is ti.
4.3 Output Format
Output q lines. The ith line contains the answer of ith query. 4.4 Sample Input/Output
4.5 Constraints
All strings only contain lowercase letters.
Since the input might be very large, fast input method such as BufferedReader in Java is required.
A. Requirements
Code (90%)
The distribution of programming grade is 20%, 20%, 25%, 25% for the four problems respectively.
You can write your code in Java, Python, C, or C++. The time limit may vary among different languages, depending on the performance of the language. Your code must be a complete runnable program instead of only a function. We guarantee test data strictly compliance with the requirements in the description, and you do not need to deal with cases where the input data is invalid.
We provide a example problem to better illustrate the information above.
Report (10%)
You also need to write a report to explain the following: • What are the possible solutions for the problem? • How do you solve this problem?
• Why is your solution better than others?
Please note that the maximum number of pages allowed for your report is 5 pages.
Remember that the report is to illustrate your thinking process. Keep in mind that your report is supposed to show your ideas and thinking process. We expect clear and precise textual descriptions in your report, and we do not recommend that you over-format your report.
B. Example Problem: A + B Problem Description
Given 2 integers A and B, compute and print A + B
Input
Two integers in one line: A, and B
Output
One integer: A + B
Sample Input I Sample Output I
123
Problem Scale & Subtasks
For 100% of the test cases, 0 ≤ A,B ≤ 106
Solutions
Java
import java.util.*;
public class Example {
public static void main(String[] args) {
int a, b;
Scanner scanner = new Scanner(System.in); a = scanner.nextInt();
b = scanner.nextInt();
scanner.close();
System.out.println(a + b);
} }
Python
AB = input (). split ()
A, B = int(AB[0]), print(A + B)
C
#include <stdio.h>
int main(int argc, {
int(AB[1])
char *argv[])
int A, B; scanf("%d%d", &A, &B); printf("%d\n", A + B); return 0;
}
C++
#include <iostream >
int main(int argc, char *argv[]) {
int A, B;
std::cin>> A >> B;
std::cout<< A + B << std::endl; return 0;
}
