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.

716 Downloads

Updated 18 Oct 2018

View License

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. 1676–83, doi:10.1016/j.eswa.2009.06.044.

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

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!