Traveling Salesman Problem

Live Demo

This is a web application which was designed with following main goals:

• Apply genetic algorithm to solve Traveling Salesman Problem
• Visualize solution process and generation building
• Provide a handful UI
• Examine different parameters of GA and their impact on performance
• Plot graphics to better understand the picture

Algorithms implemented

Selections:

• Wheel Selection

Crossovers:

• Heuristic crossover
• Partially mapped crossover (PMX)
• Ordered crossover (OX)

Mutations:

• Swap
• Displacement

Local improvements:

• Two optimum
• Three optimum

Demonstration

Interface

Main screen

Plots

Run locally

1. Clone this repo
2. Install dependencies

npm install

3. Run program

npm run dev

4. Go to localhost:3000

Run test suite

npm test