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Artificial Intelligence Heuristics - Python Project

For this project, you will generate the crime risk map based on the crime rates and implement an A* heuristic search algorithm to find an optimal path between two coordinates on the map. I will provide the shape file which you will be working with and further instructions.

To implement this project, you must use Python.

Please note the libraries can be used but not limited to Numpy, Pandas, Pyshp, Scikit- Learn.

Please list all the required libraries of your program in README.txt.

Your program must be able to find the optimal path at most 10 seconds.

If there is no path will be found from the current map, e.g. the destination are surrounded by blocks, your program should output the message “Due to blocks, no path is found. Please change the map and try again”;

Otherwise, if the path exists, your program should measure the time when starting to find the optimal path. If it takes more than 10 seconds, your program should output

the message “Time is up. The optimal path is not found.”

It is not necessary to have a fancy user-interface. A simple command-line interface with a direct output is sufficient.

All the results listed in Section 2 of the PDF (which I will provide should you accept this request). Display Details should be presented in GUI and it should be easy to change the input grid size and the chosen threshold using the command-line interface when it is required.

You will be compensated fairly for your work. It must be specified that the code must be of your own work.

For the exact details of this work, message me for the detailed project instructions. This project would need strong expertise in AI, data science and python programming.

Deliverables

Draw the grids

Generate the map by crime rates

Apply different threshold by prompting user for inputs

Display the number of total crimes in each grid, average and standard deviation of all - grids: Heuristic function, total cost, admissibility

Follow the rules in 2.1.5 (PDF) to design heuristic method

Find the path from any 2 points by prompting user for inputs

Execution time and instant outputs

Necessary comments, readability and clarity Instructions on how to run your program and list of libraries

Evner: Python

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Om arbejdsgiveren:
( 1 bedømmelse ) Băilești, Romania

Projekt ID: #27014853

9 freelancers are bidding on average $163 for this job

usamamw141

Hey there, I can do this project. Feel free to inbox me any time so that we can discuss about this path finding project.

$200 USD in 7 dage
(29 bedømmelser)
5.1
WIFTCAP

Hi, nice to e-meet you. We have a team of experience Python, Django developers. We have developed a sophisticated trading platform ([login to view URL]) using Python, Django, PostGreSQL. Apart from this we have built a numb Flere

$150 USD in 14 dage
(20 bedømmelser)
5.0
Demenntor

Dear Employer, I have read the project details and confident to work on your project . I have extensive knowledge on python, etc . Kindly message me so that we can discuss more about the work. Regards Lucky

$150 USD in 2 dage
(14 bedømmelser)
3.7
mzdesmag

Hi, I have 5+ experience on Python Developing and I have experience of Building Management, Distributed, Database Applications. with Machine Learning, Ensemble Learning, Deep Learning implementations . Expertise in Cl Flere

$40 USD in 7 dage
(3 bedømmelser)
3.8
ledphong

Hi, there I read your project description and I'm really interested in your project, because I've good knowledge and practical experience in these fields. If we have a chance to cooperate, I'll do my best to provide wo Flere

$300 USD in 7 dage
(2 bedømmelser)
2.0
zoewong19064

Hi Nice to meet you! I have many 10+ years of experience with Python and Machine Learning For a small scale of Machine Learning job, I use Pandas, Sci-kit, Sklearn. And for a large scale of Machine Learning job, I Flere

$140 USD på 1 dag
(1 bedømmelse)
0.9
sabadashsvatosla

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$140 USD in 7 dage
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0.5
seniorarm99

Please visit my portfolio and check algorithm certifications. Hello. I have full experience with C++/C#/Java/Python experience. I can be the right person for this job because I used to participate in ACM/ICPC contest a Flere

$250 USD in 3 dage
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0.0
gregorvarga

Hi I am expert in Python, A* algorithm I have a lot of experience in this field If you work with me, you will get very good results I want to meet you and discuss more. I look forward to having a great, successful and Flere

$100 USD in 3 dage
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0.0