Python Evolutionary Algorithm - Travelling Salesman Problem
$30-250 CAD
Paid on delivery
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.
Project ID: #18140640
About the project
Awarded to:
8 freelancers are bidding on average $194 for this job
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 More
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 More
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 More
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 More
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.