Changes between Version 4 and Version 5 of Documentation/Reference/Particle Swarm Optimization


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Timestamp:
03/31/11 13:52:50 (11 years ago)
Author:
mkofler
Comment:

Added reference to PhD thesis by Mendes

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  • Documentation/Reference/Particle Swarm Optimization

    v4 v5  
    3434* `VonNeumannTopologyInitializer`: Every particle is connected with the two following and the two previous particles, wrapping around at the beginning and the end of the population.
    3535
    36 [#References (Kennedy and Mendes, 2002)] investigated the impact of different topologies on algorithm performance. They found that the global PSO was quick to converge but yielded the worst results. Circular and weel topologies improved the results moderately and using the Von Neumann topology produed the best results.
     36[#References (Kennedy and Mendes, 2002)] and - in more detail - [#References (Mendes, 2004)] investigated the impact of different topologies on algorithm performance. They found that the global PSO was quick to converge but yielded the worst results. Circular and weel topologies improved the results moderately and using the Von Neumann topology produed the best results.
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    7373=== References: ===
    7474* Kennedy, J. and  Eberhart, R.C., 2001. Swarm Intelligence. Morgan Kaufmann. ISBN 1-55860-595-9.
    75 * Kennedy, J. and Mendes, 2002. R. Population structure and particle swarm performance. Congress on Evolutionary Computation, pp. 1671-1676.
     75* Kennedy, J. and Mendes, R. 2002. Population structure and particle swarm performance. Congress on Evolutionary Computation, pp. 1671-1676.
    7676* Liang, J.J. and Suganthan, P.N., 2005. Dynamic multi-swarm particle swarm optimizer. IEEE Swarm Intelligence Symposium, pp. 124-129.
    77 * Pedersen, M.E.H., 2010. [http://www.hvass-labs.org/people/magnus/publications/pedersen10good-pso.pdf | Good parameters for particle swarm optimization]. Technical Report HL1001 (Hvass Laboratories)
     77* Pedersen, M.E.H., 2010. [http://www.hvass-labs.org/people/magnus/publications/pedersen10good-pso.pdf | Good parameters for particle swarm optimization].
     78Technical Report HL1001 (Hvass Laboratories)
     79* Mendes, R., 2004. Population Topologies and Their Influence in Particle Swarm Performance, PhD thesis, Universidade do Minho.