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

An Enhanced binary Particle Swarm Optimization algorithm (VPSO) with v-shaped transfer functions
4.2K 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 (2024). 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
Categories
Find more on Optimization Toolbox in Help Center and MATLAB Answers
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!
Version Published Release Notes
1.2

Links added:
https://www.udemy.com/optimisation/?couponCode=MATHWORKSREF
https://www.udemy.com/geneticalgorithm/?couponCode=MATHWORKSREF
This submission is now available as a Toolbox file in R2014b.

1.1.0.0

Description has been updated.

1.0.0.0