adamstirtan / pso-js

An interactive demo of particle swarm optimization in JavaScript

Particle Swarm Optimization (PSO) Visualization

This repository contains a web application that visualizes the Particle Swarm Optimization (PSO) algorithm. The application uses HTML and JavaScript to create an interactive demonstration of how a particle swarm converges towards a global objective.

Demo

To see the PSO visualization in action, you can visit the live demo at https://adamstirtan.github.io/pso-js/.

Features

• Particle Swarm Optimization algorithm visualization.
• Interactive canvas: Set the objective point by dragging the mouse on the canvas.
• Dynamic control of PSO hyperparameters (Inertia, C1, C2) using sliders.

Using the Experiment

To run the application locally, follow these steps:

1. Clone the repository:

   git clone https://github.com/adamstirtan/pso-js.git

2. Open the index.html file in your web browser.

3. Interact with the PSO visualization by moving the mouse on the canvas and adjusting the hyperparameter sliders.