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Particle Swarm Optimization, Differential Evolution


Magnus (view profile)


04 Nov 2010 (Updated )

Particle Swarm Optimization, Differential Evolution, good parameters, and more.

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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

This is the Matlab version of the SwarmOps library which is also available for C#, C and Java at

MATLAB release MATLAB 7.10 (R2010a)
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20 Apr 2011 1.1

Changed description.

06 May 2015 1.2

Fixed a bug in Differential Evolution.

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