Particle Swarm Optimization, Differential Evolution

Version 1.2.0.0 (29.3 KB) by Magnus
Particle Swarm Optimization, Differential Evolution, good parameters, and more.
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Updated 6 May 2015

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Implements various optimization methods which do not use the gradient of the problem being optimized, including Particle Swarm Optimization, Differential Evolution, and others. The implementation is simple and easy to understand.
Also included are parallel versions of PSO and DE, as well as behavioural parameters tuned for various optimization scenarios.

Manual is available at http://www.hvass-labs.org/projects/swarmops/matlab/files/SwarmOpsMatlab1_0.pdf

This is the Matlab version of the SwarmOps library which is also available for C#, C and Java at http://www.hvass-labs.org/projects/swarmops

Cite As

Magnus (2024). Particle Swarm Optimization, Differential Evolution (https://www.mathworks.com/matlabcentral/fileexchange/29266-particle-swarm-optimization-differential-evolution), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2010a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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SwarmOps/

Version Published Release Notes
1.2.0.0

Fixed a bug in Differential Evolution.
1.1.0.0

Changed description.
1.0.0.0