Skip to content

A comprehensive simulator for optimising 32 common benchmark functions using variations of PSO

Notifications You must be signed in to change notification settings

daibhin/PSOSimulator

Repository files navigation

PSO Simulator

This is a simulator I built as part of my Final Year Project for my Bachelors degree in Electronic and Computer Engineering at the National University of Ireland, Galway.

It is quite comprehensive - including methods to perform 32 common optimization functions using multi-threading to enhance performance. Included are implementations for a number of popular published algorithm variations, alongside some of the variations I created during my research. A full set of stats tracking and plotting allows users to see the convergence, the networks average path length and number of infinite path lengths.

As I was under time pressure to complete this project and this simulator simply acted as a means to the end research, I am not pleased with the overall code quality. It lacks proper testing and some basic CS patterns in particular. In this vein, I am open to receiving contributions but mostly wanted to open source this project for the benefit of other future PSO researchers.

Also included in this repository is a copy of the thesis written as part of my research.

About

A comprehensive simulator for optimising 32 common benchmark functions using variations of PSO

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages