I want to know the PSO mechanism, so that i can utilized it in optimization problem. Also suggest in what condition it is better to use PSO rather than ANN, GA, RSM etc.
Dear Ved,
I suggest you the following interesting links
https://en.wikipedia.org/wiki/Particle_swarm_optimization
http://www.swarmintelligence.org/
http://tracer.uc3m.es/tws/pso/basics.html
http://www.dmi.unict.it/mpavone/nc-cs/materiale/pso_tutorial.pdf
http://www.hvass-labs.org/people/magnus/publications/pedersen08simplifying.pdf
https://svn-d1.mpi-inf.mpg.de/AG1/MultiCoreLab/papers/DiosanOltean06%20-%20Evolving%20Structure.pdf
With my best regards
Prof. Bachir ACHOUR
I think it is an easy to understand algorithm. If you study the equations and the basic description of the algorithm (from wikipedia or others) you will get the basic idea of the philosophy behind the method. For more technical details, I suggest you read my PhD which you can find at the following link:
https://www.researchgate.net/publication/287997537_Innovative_Computational_Techniques_for_the_Optimum_Structural_Design_Considering_Uncertainties
In chapter 3, paragraph 3.11 you can find details of the PSO method and also a comparison of PSO to other popular algorithms such as GA and others.
In my opinion, only by programming the method yourself will you be able to understand exactly how it works...
Thesis Innovative Computational Techniques for the Optimum Structur...
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