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Gaussian Quantum-Behaved Particle Swarm Optimization

version 1.0.2 (211 KB) by David Franco
The Gaussian Q-PSO function + 11 benchmark functions + original article.

14 Downloads

Updated 18 Oct 2018

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The folder contain the Gaussian Q-PSO main code (GQPSO) and 11 functions for benchmark (+ the Gaussian Q-PSO original article).

EXAMPLE:

fun = @griewankfcn;
D = 30;
nPop = 50;
lb = -600;
ub = 600;
maxit = 1000;
maxeval = 10000*D;

[xmin,fmin,histout] = GQPSO(fun,D,nPop,lb,ub,maxit,maxeval);

OR DIRECTLY:

[xmin,fmin,histout] = GQPSO(@griewankfcn,30,50,-600,600,1000,10000*30);

Cite As

dos Santos Coelho, Leandro. “Gaussian Quantum-Behaved Particle Swarm Optimization Approaches for Constrained Engineering Design Problems.” Expert Systems with Applications, vol. 37, no. 2, Elsevier {BV}, Mar. 2010, pp. 1676–1683, doi:10.1016/j.eswa.2009.06.044.

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Comments and Ratings (1)

Perfect work. Clean code. Thx!

Updates

1.0.2

Code updates.

1.0.1

Minor changes.

MATLAB Release Compatibility
Created with R2018a
Compatible with any release
Platform Compatibility
Windows macOS Linux