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Python Evolutionary Algorithm - Travelling Salesman Problem

Looking for someone with experience in Evolutionary Algorithms and Python to develop an EA for the Travelling Salesman Problem (TSP). The algorithm must include:

• Initialization

• Selection

• Crossover

• Mutation

The algorithm should apply these concepts above and any other additional functionality of your choosing to make the algorithm as efficient as possible. The goal output of the algorithm is to find the best solution to the TSP.

The focus is to get WesternSahara and Uruguay cities working efficiently and accurately, but if you can get Canada cities working well I will look into awarding a bonus.

The instance .txt files are named with the format TSP_[country]_[#cities]. In the instance files, each row provides the two-dimensional coordinates of a city. The fitness should be computed as the complete tour length (starting and ending at the same city). The distance of two cities is the Euclidean distance of their coordinates.

Attached are the .txt instance files and a description with a possible sample output for the algorithm.

Kĩ năng: Thuật toán, Kĩ thuật di truyền, Machine Learning, Python

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Về Bên Thuê:
( 0 nhận xét ) St. John's, Canada

ID dự án: #18140640

Được trao cho:

imRaziel

hi. i used genetic algorithms before. i can do it .

$200 CAD trong 3 ngày
(27 Đánh Giá)
5.3

13 freelancer đang chào giá trung bình $179 cho công việc này

sysdesigner13

Hi, Sir! I've read your requirement carefully. I have rich experience with machine learning using EA and Other heuristic algorithms. I have finished many projects like this. You can test my profile to confirm my Thêm

$150 CAD trong 3 ngày
(48 Nhận xét)
5.5
dobreiiita

Hello, I am Algorithm expert and interested in this project. I have reviewed the project details and attached files and confident to handle the project perfectly. I will keep codes simple and well documented. Please Thêm

$150 CAD trong 3 ngày
(63 Nhận xét)
5.7
uzairrzahid

Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machin Thêm

$222 CAD trong 5 ngày
(35 Nhận xét)
5.4
kipdev13

Hello I have read your description And i think i can do this task very well. I have rich experience of python if you want to work with me, please contact me. I am waiting for your reply. Thank you.

$150 CAD trong 3 ngày
(30 Nhận xét)
5.2
Mickelson

Hi Nice to meet you. I'm python expert and my last project on freelancer.com is also python scraping task. My past works: Youtube comment scrapping Real estate property list to csv Job-site content to csv And sc Thêm

$150 CAD trong 3 ngày
(18 Nhận xét)
5.1
polarjin2017

Hello? How are you? I have good experiences in "Python Evolutionary Algorithm - Travelling Salesman Problem" as you can see my profile for these (Algorithm, Genetic Engineering, Machine Learning, Python). I have bee Thêm

$155 CAD trong 3 ngày
(12 Nhận xét)
4.7
nodinh325

Hi, I am an expert in Python Evolutionary Algorithm. I solved many Travelling Salesman Problems using Python. I can do your project perfectly. Thanks.

$150 CAD trong 3 ngày
(23 Nhận xét)
4.8
$122 CAD trong 2 ngày
(34 Nhận xét)
5.0
invincible1428

Hello, Greetings of the day.!! Your project attracted my attention at first glance, because I've really rich experience in Machine Learning with R (R studion) and Python Programming. I am having 7+ years of experi Thêm

$255 CAD trong 5 ngày
(26 Nhận xét)
4.9
neernab

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$250 CAD trong 10 ngày
(23 Nhận xét)
4.3
rinabuoy13

Hello, I am experienced python expert in optimsiation. I can help with this task with quick turnaorund. Looking to hearing from you. Kind regards PS: I have worked on EA before.

$166 CAD trong 3 ngày
(13 Nhận xét)
4.1
arcsoft16

Hi, Thank you for giving me a chance to bid on your project. i am a serious bidder here and i have already worked on a similar project before and can deliver as u have mentioned I have got Rich experience in Jooml Thêm

$208 CAD trong 7 ngày
(0 Nhận xét)
0.0