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.

Compétences : Algorithme, Génie Génétique, Apprentissage Automatique, Python

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Concernant l'employeur :
( 1 commentaire ) St. John's, Canada

Nº du projet : #18140640

Décerné à:


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

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11 freelance font une offre moyenne de $182 pour ce travail


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.

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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 Plus

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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 Plus

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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 Plus

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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 Plus

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

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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 Plus

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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.

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