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Hybrid Particle Swarm Optimization

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Hybrid Particle Swarm Optimization

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07 Dec 2004 (Updated )

A hybrid Particle Swarm Optimization algorithm for functions in the real space.

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Description

This upload contains a hybrid Particle Swarm Optimization algorithm for functions in the real space. An options file is also provided, which lets the user fully parameterize the process. The hybrid function used is the @fminsearch, which is available on the MATLAB core. The PSO performs very well on highly non-linear problems, and the hybrid option makes it perform on simple problems the same well as the ordinary hill-climbing algorithms.

MATLAB release MATLAB 7 (R14)
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Comments and Ratings (13)
14 Dec 2014 Pappu Murthy

It would have been extremely helpful had the author provided a good example to illustrate his program. for new bees it would be impossible to know what and how to use this program. Please help. Thanks much.

06 Jan 2014 SHIVA KUMAR  
31 Oct 2012 Craig

Hello,

Thanks for this submission. It is one of the few optimisation routines on the file exchange that can take a function handle as an input... very useful for black box optimisation.

Thanks again,
Craig

12 Jun 2011 reham hassen

pso

15 Feb 2010 Andre Guy Tranquille  
20 Jan 2007 chandra sekhar

it is good

28 Nov 2006 Dmitrey Kroshko

I connected Alexandros Leontitsis file to the OpenOpt project
http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=13115&objectType=file
& informed him (I hope my letter passed antispam filter OK)
if any pretensions will be received, I promise to exclude the one.

28 Nov 2006 Alice Chen

When I debug the file "hpso" there is an error as following :
??? Input argument "nvars" is undefined.

Error in ==> hPSO at 45
for i=1:nvars
I don't know how to solve it. Please help me thanks!

17 Sep 2006 Malathy paulpandi  
12 May 2006 wang hui

When I run the file "hpso" there is an error just as following say:
??? Input argument "nvars" is undefined.

Error in ==> hPSO at 45
for i=1:nvars
I don't know how to solve it. Please help mm thanks!

27 Jan 2006 John D'Errico

Fairly easy to use after a little experimentation. I liked it, even though I'd need some more practice to make it hum along properly. A minor point - the property/value pair interface was a bit picky. I'd have liked to see unambiguous property name shortenings and case insensitivity in the property names. All in all, good job.

25 Jan 2006 Kuan Yew Leong

It seem working better than some ordinary stochastical optimizer such as SGA.

04 Oct 2005 Godwin Anand

is it possiable to design & optimize a FLC using PSO

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