Giter Site home page Giter Site logo

javadshoja / nasirkhusraw Goto Github PK

View Code? Open in Web Editor NEW
5.0 1.0 0.0 1.65 MB

The TSP solved using genetic algorithm and show TSP path overlaid on a map of the Iran provinces & their capitals.

Jupyter Notebook 100.00%
tsp-problem genetic-algorithm jupyter-notebook traveling-salesman travelling-salesman-problem

nasirkhusraw's Introduction

Nasir Khusraw : Travelling Salesman Problem

The TSP solved using genetic algorithm.

This project show TSP path overlaid on a map of the Iran provinces & their capitals.

Python code was inspired from here.

Requirements

  • Python version 3+
  • Jupyter notebook
  • Numpy
  • Pandas
  • Matplotlib

Getting Started

To launch the notebook, run the following command from a terminal on the application path:

jupyter notebook tsp-ga.ipynb

Result

Change the numCities for different results.

The yellow star shows the starting city coordinates which is the first line in capitals.json.You can replace it with another cities to change starting city coordinates.

The result for first 15 capitals :

output

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.