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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:


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

$200 CAD trong 3 ngày
(27 Đánh Giá)

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


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)

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)

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)

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)

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$150 CAD trong 3 ngày
(18 Nhận xét)

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)

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)
$122 CAD trong 2 ngày
(34 Nhận xét)

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$255 CAD trong 5 ngày
(26 Nhận xét)

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$250 CAD trong 10 ngày
(23 Nhận xét)

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)

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$208 CAD trong 7 ngày
(0 Nhận xét)