https://github.com/jackkimmins/webpathfinder

C++ WASM Solver for TSP w/ Hybrid Genetic Algorithm
https://github.com/jackkimmins/webpathfinder

bootstrap5 combinatorial-optimization cpp genetic-algorithm webassembly

Last synced: about 1 year ago
JSON representation

C++ WASM Solver for TSP w/ Hybrid Genetic Algorithm

• Host: GitHub
• URL: https://github.com/jackkimmins/webpathfinder
• Owner: jackkimmins
• Created: 2023-12-03T09:56:31.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2025-01-12T09:05:27.000Z (about 1 year ago)
• Last Synced: 2025-02-01T06:15:39.710Z (about 1 year ago)
• Topics: bootstrap5, combinatorial-optimization, cpp, genetic-algorithm, webassembly
• Language: C++
• Homepage: https://webpathfinder.appserver.uk
• Size: 1.78 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
![Project Logo](https://github.com/jackkimmins/WebPathFinder/blob/master/web/favicons/android-chrome-192x192.png?raw=true)

# Traveling Salesman Problem Solver Using a Genetic Algorithm in C++ WebAssembly

This project is a C++ WebAssembly (WASM) implementation of a solver for the Traveling Salesman Problem (TSP) using a genetic algorithm. The solver is designed to find an approximate solution to the TSP, which involves finding the shortest possible route that visits a list of cities and returns to the origin city. The project showcases how complex algorithms can be efficiently implemented and executed in a web environment using WebAssembly.

The TSP is a well-known combinatorial optimisation problem. It poses a significant challenge due to its NP-hard nature, meaning that no known algorithm can solve all instances of the problem quickly (in polynomial time).

## Summary of GA

![General Overview of GA](https://raw.githubusercontent.com/jackkimmins/WebPathFinder/ca25516c76f8848defe2c66343135d764658cd98/docs/diagram.svg)

## Demo Site

Please view demonstration site: [https://webpathfinder.appserver.uk/](https://webpathfinder.appserver.uk/)

## Examples

![Demo of Solved TSP with Locations in England](https://github.com/jackkimmins/WebPathFinder/blob/master/docs/example.png?raw=true)