Enhanced Binary Particle Swarm Optimization (BPSO) with 6 new transfer functions
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
Platform Compatibility
Windows macOS LinuxCategories
Tags
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!Discover Live Editor
Create scripts with code, output, and formatted text in a single executable document.
VPSO/
Version | Published | Release Notes | |
---|---|---|---|
1.2 | Links added:
|
|
|
1.1.0.0 | Description has been updated. |
||
1.0.0.0 |