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COMP3308 – Introduction to Artificial Intelligence
创建日期：2024-04-08 17:51:44
标签： COMP3308
Introduction to Artificial Intelligence

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COMP3308 – Introduction to Artificial Intelligence 

Page 1 of 5
Assignment 1: Search Methods
Deadline

This assignment is worth 12 marks = 12% of your final mark. It is an individual assignment.
Late submissions policy
Late submissions are allowed for up to 3 days late. A penalty of 5% per day late will apply. Assignments more
than 3 days late will not be accepted (i.e. will get 0 marks). The day cut-off time is 11:59pm.
Programming languages
Your implementation can be written in Python, Java, C, C++ or MATLAB. The assignment will be tested using
the language versions as described in the “How your program will be run” section below, so it is important
that your program can be run in the specified versions.
Submission
Your assignment must be submitted using PASTA 
If you are off-campus, you’ll need to be connected to the university VPN in order to access the PASTA website.
You can read this page to find out how to connect to the VPN. The students in China should use the new VPN,
which is the special VPN for accessing university resources from China. If you are on-campus and connected
to the University wireless network, you don’t need a VPN to access PASTA.
PASTA will allow you to make as many submissions as you wish, and each submission will provide you with
feedback on each of the components of the assignment. You last submission before the assignment deadline
will be marked, and the mark displayed on PASTA will be the final mark for your assignment.
1. The 3-digit puzzle
In this assignment, you will implement a number of search algorithms to solve the 3-digit puzzle.
Given are two 3-digit numbers called (start) and (goal) and also a set of 3-digit numbers called
. To solve the puzzle, we want to get from to in the smallest number of moves. A move is a
transformation of one number into another number by adding or subtracting 1 to one of its digits. For
example, a move can take you from 123 to 124 by adding 1 to the last digit or from 953 to 853 by subtracting
1 from the first digit. Moves must satisfy the following constraints:
1. You cannot add to the digit 9 or subtract from the digit 0;
2. You cannot make a move that transforms the current number into one of the forbidden numbers;
3. You cannot change the same digit twice in two successive moves.
Note that since the numbers have 3 digits, at the beginning there are at most 6 possible moves from . After
the first move, the branching factor is at most 4, due to the constraints on the moves and especially due to
constraint 3.
For the purpose of this assignment numbers starting with 0, e.g. 018, are considered 3-digit numbers.
COMP3308 – Introduction to Artificial Intelligence Semester 1, 2021
Page 2 of 5
2. Tasks
1. Write a program to find a solution of the puzzle using the following 6 search strategies: BFS, DFS, IDS,
Greedy, A* and Hill-climbing. Use the Manhattan heuristic as a heuristic for A* and Greedy and also
as the evaluation function in Hill-climbing.
The Manhattan heuristic for a move between two numbers A and B is the sum of the absolute
differences of the corresponding digits of these numbers, e.g. ℎ(123, 492) = |1 − 4| + |2 − 9| +
|3 − 2| = 11.

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关键词一 关键词二 关键词三 关键词四 关键词五 和法规和的发更好的风格和 ECON 615 FINC 612 CSC148 COMP 639 ACCT 203 ACCT 211 PSYC 101 MTH2009 COMP52315 PSYCO 432 statistics MATH4063 11 xxx 1 MA1MSP MAST30028 MATH3888 CS341 EEE30002 ES2F5 MCD4160 CC0933 ECON 1101 MCHM3001 CHEM3118 COMMGMT 2511 COMP41280 STAT 631 24T1 IRE379 SENG365 ECON433 FIT3139 MATH4602 LING5621M FINS5516 ECON3208 MN2177 L2 SM EEET1415 Finance DS4023 COMP3004 7CCSMRTS K1S5B6 Stat230 CSCI4211 CSI2132 ECON30130 MAS6100 ENVS222 COM2107 INFO1112 STAT 4004 FIT2100 comp2022 COMP4691 Physics 307 Econ 659 probability CSCI316 fir29 CSCI203 COMP3160 COMP6714 INFO1113 Physics 7B Physics Photonics S203031 STAT2005 COMP90015 CSCI 2110 CSCC46 Information CSC477 COMP4650 Statistical COMP 346 COMP1017 ELEC340 MATH1007 Programming function STAT 244 CS 134 Java cse13s Math 108A FW20 ECON3389 CSE 130 Science 331 COMP9020 engineering COSC 445 CSE 5523 GAME2012 visualization MATH 235 Math 370 CSC343 COGS 108 EE524 COMP10200 STAT 416 3FK4 MSCI 311 ECON6113 ACC40700 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