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CS 6380 : Artificial Intelligence Assignment 1 solved

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Problem Statement
Travelling Salesman Problem: Given a set of cities and distance between every pair of cities, find
the shortest possible route that visits every city exactly once and returns to the starting point.
Specifications
• Input: Your script should read from stdin in the following format.
– First line will contain either euclidean or non euclidean indicating whether the distances
between the cities are Euclidean or not.
– Second line will contain the number of cities (N). E.g. 100 (Indices 0 – 99)
– Next N lines will contain the two-dimensional coordinates (space separated) of the cities.
– Next N lines will contain N space separated distances: distance of the nth city from each
city in the order.
– All coordinates and distances will be floating point numbers.
• Output: The output should be tours (one tour/line) as space separated indices of cities. Do
not write the origin city’s index in the end again. Invalid tours will be considered as no tours
at all.
• Submisiion format:
– You can write your script in C++, Python, Java. It should read from stdin (in the input
format as given above) and write to stdout (in the output format as given above).
– Your submission should contain the following files in the root folder:
∗ Your script
∗ Makefile: to generate an executable (not required for a python script)
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∗ A file named run: containing a single command to run your code. For example, If
your Makefile contains the commands to generate an executable named tsp then this
file should contain ./tsp in a single line, or if you submitted a python3 code named
tsp.py then this file should contain python3 tsp.py in a single line.
∗ Assume that these commands will be run in the root folder. This is for keeping paths
relative to it.
∗ Report: A brief report stating your methodology and iterative improvements. Name
it groupID Report.pdf Name your root folder as groupID and submit it zipped as
groupID.zip
– The time limit for running your code is 300s, after which your process will be terminated.
Make sure to print your best tours (only) to stdout as soon as you find them because only
the last valid tour will be considered for evaluation, which also means you should
print at least one valid tour before timeout.
Evaluation
• You will be evaluated on the basis of the cost of the tours. As stated above, your script should
write your best tours to stdout. Our script will pick the last valid tour that your script outputs
before the timeout and compute its cost.
• Marks will be awarded in a relative fashion as on how good your tours are as compared to
others.
Deadlines
• Trial run – 23:55, September 30th, 2021
Note: This is important as you will get a feedback on how your script is performing or/and at
least you would get to know the bugs in your script, if any (remember the i/p- o/p specification?).
Failing to submit here will earn you -2 points. Results and the feedback of the trail run will be
published in a couple of days.
• Final submission – 23:55, October 10th, 2021
If your submission fails to run here, no further excuses will be entertained.
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