image thumbnail

Enhanced Binary Particle Swarm Optimization (BPSO) with 6 new transfer functions

version 1.2 (86.5 KB) by Seyedali Mirjalili
An Enhanced binary Particle Swarm Optimization algorithm (VPSO) with v-shaped transfer functions

3.8K Downloads

Updated 22 May 2018

View License

This work includes 8 different versions of Binary Particle Swarm optimization (BPSO) algorithm. Six of them utilize new transfer functions divided into two families: s-shaped and v-shaped.
The V4 (in BPSO8) transfer function which show the highest performance is called VPSO and highly recommended to use.
Main paper: S. Mirjalili and A. Lewis, "S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization," Swarm and Evolutionary Computation, vol. 9, pp. 1-14, 2013. Link: http://www.sciencedirect.com/science/article/pii/S2210650212000648
I have a number of relevant courses in this area. You can enrol via the following links with 95% discount:

*******************************************************************************************************************************************
A course on “Optimization Problems and Algorithms: how to understand, formulation, and solve optimization problems”:
https://www.udemy.com/optimisation/?couponCode=MATHWORKSREF

A course on “Introduction to Genetic Algorithms: Theory and Applications”
https://www.udemy.com/geneticalgorithm/?couponCode=MATHWORKSREF
*******************************************************************************************************************************************

Cite As

Seyedali Mirjalili (2021). Enhanced Binary Particle Swarm Optimization (BPSO) with 6 new transfer functions (https://www.mathworks.com/matlabcentral/fileexchange/42448-enhanced-binary-particle-swarm-optimization-bpso-with-6-new-transfer-functions), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2011b
Compatible with any release
Platform Compatibility
Windows macOS Linux
Acknowledgements

Inspired: HRPBV - Hybrid Rotation BPSO8 and BBA

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!