Computer Science 320SC

r78b6d發表於2024-10-09

Computer Science 320SC – (2024) Programming Assignment 5Due: Oct 13 2024 (11:59pm)

Academic Integrity

Before attempting to solve the assignment, please read the message below very carefully.As described on https://academicintegrity.cs.auckland.ac.nz/, you must NOT

❼ Use all or part of another student’s solution to the assignment. Changing variable names orsubstituting words in a sentence does not make it your solution.

❼ Allow someone else to complete all or part of the assignment for you.

❼ Solicit answers for the assignment on contract-cheating websites such as Chegg.com andBartleby.com.

❼ Use code from Internet sources such as StackOverflow or generative-AI tools such as ChatGPT. You are encouraged to learn from Internet sources and tools, but you need to come upwith your own implementation of the code to show your learning.

❼ Allow another student to copy all or part of your solution to the assignment.

❼ Do all or part of an assignment for someone else.

❼ Share code that can lead to the solution of an assignment.

❼ Post the assignment anywhere online or share it with anyone else. The assignment materialis copyrighted and sharing or posting them online violates our copyright.

❼ Post your solution online on public websites. Your online solutions will encourage otherstudents to copy your solution. Private GitHub repositories and other private online storage drives are acceptable, and you can also share your solution privately with prospectiveemployers.

❼ Reuse your own work unless discussed otherwise with the lecturer.

❼ Leave your computers, devices, and belongings unattended — you must secure these at alltimes to prevent anyone having access to your assessments or solutions.Last year, out of 218 students, 代 寫Computer Science 320SC there were 11 misconducted cases found on A5 - Task 1. We kept thesubmissions from the last few years to run MOSS at https://theory.stanford.edu/~aiken/moss/.

I hope that there will be no cases this year!

1Requirements

This 5th assignment lets you get familiar with dynamic programming design and development. It is

worth 5% of your total course marks. We would like you to implement efficient dynamic programmingalgorithms for two tasks: Task 1: Finding partner and Task 2: Killing enemies.An excessive number of submissions (over 10) for a particular problem will accrue a 20% penalty per thatproblem if you eventually solve it. Therefore, please write a bruteforce algorithm and test your dynamic programming version with your own generated inputs at scale before submitting to the automated marker.We only accept Python programs that use built-in packages (i.e. packages that do not require pipinstall).

1 Task 1: Meet your partner at skyscraper

1.1 Problem description

You are standing at the ground floor and your partner is waiting at the top floor of a skyscraper. Youwill have to use an algorithmically designed lift L to reach your partner. The lift L is designed in themanner that if you use the lift at the floor i, you are able to reach any floor from i + 1 to i + L[i] whereL[i] is a positive integer that presents the capacity of the lift at the i-th floor. Each time you use thelift costs ✩1.Assume that the skyscraper has n floors and you are at the floor 0. Your partner is at the floor n 1and waiting for you to see the sky view. The lift information L[i] for 0 i < n is available at theground floor. Write a function to return the minimum cost, i.e. the number of time using the lift, toreach your partner.O(n) solutions are preferred since we have set the running time limit on the automarker.

1.2 Test case description

Your input will be a sequence of n integers, each value per line corresponding to the lift informationL[i] (e.g. the capacity of the lift) on the i-th floor. The first line is for the 0-th floor. The last line isfor the (n 1)-th floor, which is a redundant information :-). Your output will be an integer.There are 4 test cases.

  1. A trial test case of n = 10 has no mark.
  2. A test case of n = 100, 000 and has 1 mark.
  3. A test case of n = 1000, 000 and has 2 marks.2Sample Input 1:

Sample Output 1:

You only need to use the lift once since L[0] = 8 is sufficient to get you to the 4th floor.Sample nput 2:

Sample Output 2: 2You only need to use the lift twice. The first one with L[0] = 2 to the 1st floor, and L[1] = 5 is sufficientto get you to the 4th floor.

32 Task 2: Arrange tanks to eliminate enemies

2.1 Problem description

You have a queue of n tanks hidden in a forest. Due to the UAV of enemies, only 1 tank is used perday, and the used tank can only be taken from the front or rear of the queue for some security reasons.Each tank has a number indicating the number of potential units the tank can eliminate. Since tanksare hurrily queued up during the night, you cannot organize the tank in the good order to use. Instead,you have a queue of n values, each reflects the number of potential eliminated units for each tank inthe queue.Since the war is more and more severe, the number of potential eliminated units dramatically increasesday-by-day. Let the labels of the number of eliminated units from n tanks in the queue be t1, t2, . . . , tn.In the i-th day, the used tank k will eliminate i tk units.As a commander, for each day, your task is to give an order 1 or 0 corresponding to whether the frontor the rear tank in the queue is used. Write a program to compute the best order of using n tanks for

n days to eliminate maximum number of enemies’ units.Since there might be several orderings that output the same number of eliminated units, you wouldneed to output the maximum number of eliminated units only.You might see that the best solution runs in O(n 2 ) time asymptotically. However, a program with lowmemory usage (e.g. O(n)) is preferred since the automarker has limited resources, and we have set therunning time limit on the automarker.

2.2 Test case description Your input will be a sequence of n integers, each value per line i corresponding to the amount of eliminated units of the tank ti . The first and last lines correspond tothe front and rear tanks, respectively.Your output is an integer in range [0..2 31] corresponding to the maximum number of eliminated units.There are 2 test cases.

  1. A trial test case of n = 10 has no mark.
  2. A test case of n = 10, 000 has 2 marks.The order is {1, 0, 0, 1, 1}, and the maximum number of detroyed units is 4 * 1 + 10 * 2 + 4 * 3 + 8 *4 + 12 * 5 = 128. Note that for the last tank (#3), any order of 1 or 0 does not matter.

The maximum number of detroyed units is 261 and the order is {1, 1, 1, 0, 0, 0, 0, 1}. Note that for thelast tank (#4), any order of 1 or 0 does not matter.Submission Procedure

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